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[ { "role": "system", "content": "You are a video safety monitoring assistant. Watch the video and report whether an accident happens." }, { "role": "user", "content": [ { "type": "video", "video": "videos/kinetics_fall/faceplanting/rozRm6LE0zo_000000_000010" }, {...
faceplanting
accident_detection
detection_template
qwen3vl_openrouter_annotation
kinetics700_2020
rozRm6LE0zo_000000_000010
pass
qa_pass
[ { "role": "system", "content": "You are a vigilant video monitoring assistant. Decide if the video shows an accident and respond exactly in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/geocaching/luRgzmzdiS4_000006_000016"...
geocaching
accident_detection
detection_template
fixed_template
kinetics600_tier1
luRgzmzdiS4_000006_000016
model_corrected
qa_pass_model_reviewed
[ { "role": "system", "content": "You are a video analysis assistant specialized in detecting accidents such as falls. Answer concisely in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "videos/kinetics_neg/mountain climber (exercise)/Jev...
mountain climber (exercise)
accident_detection
detection_template
fixed_template
kinetics700_2020
JevC4i1Yiyo_000017_000027
pass
qa_pass
[ { "role": "system", "content": "You are a video description assistant. Watch the video and answer with one clear natural sentence in lowercase describing the main visible action." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/long jump/-O4eCvUa9L...
long jump
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
-O4eCvUa9L4_000003_000013
pass
qa_pass
[ { "role": "system", "content": "You are a helpful video analysis assistant. Watch the video and summarize the main action in one natural sentence." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/cartwheeling/i1z75VLALSo_000000_000010" }, ...
cartwheeling
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
i1z75VLALSo_000000_000010
pass
qa_pass
[ { "role": "system", "content": "You are a video description assistant. Describe the main visible action in the video with a single clear sentence." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/blowing glass/B8aEpTmkHtM_000116_000126" }, ...
blowing glass
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
B8aEpTmkHtM_000116_000126
pass
qa_pass
[ { "role": "system", "content": "You are a video safety monitoring assistant. Watch the video and report whether an accident happens." }, { "role": "user", "content": [ { "type": "video", "video": "videos/oops/fall_general/Fails of the Month - Failure In Full Force (January ...
fall_general
accident_detection
detection_template
qwen3vl_openrouter_annotation
oops_v1
Fails of the Month - Failure In Full Force (January 2017) _ FailArmy22
pass
qa_pass
[ { "role": "system", "content": "You are a video description assistant. Describe the main visible action in the video with a single clear sentence." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/bookbinding/fDVU_H7I15w_000007_000017" }, ...
bookbinding
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
fDVU_H7I15w_000007_000017
pass
qa_pass
[ { "role": "system", "content": "You are a video analysis assistant specialized in detecting accidents such as falls. Answer concisely in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "videos/kinetics_neg/pole vault/Zgeq9NZQcNQ_000002_0...
pole vault
accident_detection
detection_template
fixed_template
kinetics700_2020
Zgeq9NZQcNQ_000002_000012
pass
qa_pass
[ { "role": "system", "content": "You are a helpful video analysis assistant. Watch the video and summarize the main action in one natural sentence." }, { "role": "user", "content": [ { "type": "video", "video": "videos/kinetics_fall/falling off chair/XKNffTDGc3w_000074_00008...
falling off chair
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics700_2020
XKNffTDGc3w_000074_000084
pass
qa_pass
[ { "role": "system", "content": "You are a video description assistant. Describe the main visible action in the video with a single clear sentence." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/abseiling/rinCdVhueDA_000000_000010" }, ...
abseiling
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
rinCdVhueDA_000000_000010
pass
qa_pass
[ { "role": "system", "content": "You are a vigilant video monitoring assistant. Decide if the video shows an accident and respond exactly in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/geocaching/1-Q5NNuaP3Y_000029_000039"...
geocaching
accident_detection
detection_template
fixed_template
kinetics600_tier1
1-Q5NNuaP3Y_000029_000039
model_corrected
qa_pass_model_reviewed
[ { "role": "system", "content": "You are a helpful video analysis assistant. Watch the video and summarize the main action in one natural sentence." }, { "role": "user", "content": [ { "type": "video", "video": "videos/oops/fall_general/FailArmy After Dark - Let's Get Crazy!...
fall_general
video_description
natural_description
qwen3vl_openrouter_annotation
oops_v1
FailArmy After Dark - Let's Get Crazy! (Ep. 4)27
pass
qa_pass
[ { "role": "system", "content": "You are a video safety monitoring assistant. Watch the video and report whether an accident happens." }, { "role": "user", "content": [ { "type": "video", "video": "videos/kinetics_fall/falling off chair/dsius4f_zFQ_000008_000018" }, ...
falling off chair
accident_detection
detection_template
qwen3vl_openrouter_annotation
kinetics700_2020
dsius4f_zFQ_000008_000018
pass
qa_pass
[ { "role": "system", "content": "You are a vigilant video monitoring assistant. Decide if the video shows an accident and respond exactly in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/playing squash or racquetball/5orsTwp...
playing squash or racquetball
accident_detection
detection_template
fixed_template
kinetics600_tier1
5orsTwpUI8A_000016_000026
pass
qa_pass
[ { "role": "system", "content": "You are a vigilant video monitoring assistant. Decide if the video shows an accident and respond exactly in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "videos/kinetics_fall/falling off bike/aDs0-Wf5QL...
falling off bike
accident_detection
detection_template
qwen3vl_openrouter_annotation
kinetics700_2020
aDs0-Wf5QLk_000025_000035
pass
qa_pass
[ { "role": "system", "content": "You are a video analysis assistant specialized in detecting accidents such as falls. Answer concisely in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "videos/kinetics_fall/riding mechanical bull/1m0huRo...
riding mechanical bull
accident_detection
detection_template
fixed_template
kinetics700_2020
1m0huRosO4A_000047_000057
pass
qa_pass
[ { "role": "system", "content": "You are a video analysis assistant specialized in detecting accidents such as falls. Answer concisely in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/punching person (boxing)/Ya36Rsv99yo_000...
punching person (boxing)
accident_detection
detection_template
fixed_template
kinetics600_tier1
Ya36Rsv99yo_000145_000155
model_corrected
qa_pass_model_reviewed
[ { "role": "system", "content": "You are a helpful video analysis assistant. Watch the video and summarize the main action in one natural sentence." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/high kick/U19JonYAJKA_000001_000011" }, ...
high kick
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
U19JonYAJKA_000001_000011
pass
qa_pass
[ { "role": "system", "content": "You are a vigilant video monitoring assistant. Decide if the video shows an accident and respond exactly in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/mosh pit dancing/etgjcNCgPRY_000000_0...
mosh pit dancing
accident_detection
detection_template
fixed_template
kinetics600_tier1
etgjcNCgPRY_000000_000010
pass
qa_pass
[ { "role": "system", "content": "You are a helpful video analysis assistant. Watch the video and summarize the main action in one natural sentence." }, { "role": "user", "content": [ { "type": "video", "video": "videos/oops/fall_general/Fails of the Month (December 2016) _ F...
fall_general
video_description
natural_description
qwen3vl_openrouter_annotation
oops_v1
Fails of the Month (December 2016) _ FailArmy5
pass
qa_pass
[ { "role": "system", "content": "You are a video description assistant. Watch the video and answer with one clear natural sentence in lowercase describing the main visible action." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/head stand/tk_vj-lr6...
head stand
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
tk_vj-lr6mw_000045_000055
pass
qa_pass
[ { "role": "system", "content": "You are a helpful video analysis assistant. Watch the video and summarize the main action in one natural sentence." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/biking through snow/ewIq81329Yc_000037_000047" ...
biking through snow
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
ewIq81329Yc_000037_000047
pass
qa_pass
[ { "role": "system", "content": "You are a video analysis assistant specialized in detecting accidents such as falls. Answer concisely in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/cartwheeling/inWfUHKUmvM_000001_000011" ...
cartwheeling
accident_detection
detection_template
fixed_template
kinetics600_tier1
inWfUHKUmvM_000001_000011
model_corrected
qa_pass_model_reviewed
[ { "role": "system", "content": "You are a vigilant video monitoring assistant. Decide if the video shows an accident and respond exactly in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/bending metal/cAxaRk9C1Mc_000032_0000...
bending metal
accident_detection
detection_template
fixed_template
kinetics600_tier1
cAxaRk9C1Mc_000032_000042
model_corrected
qa_pass_model_reviewed
[ { "role": "system", "content": "You are a vigilant video monitoring assistant. Decide if the video shows an accident and respond exactly in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/jetskiing/7CGTcgPQruQ_000013_000023" ...
jetskiing
accident_detection
detection_template
fixed_template
kinetics600_tier1
7CGTcgPQruQ_000013_000023
pass
qa_pass
[ { "role": "system", "content": "You are a video description assistant. Describe the main visible action in the video with a single clear sentence." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/building shed/vE9g_Zms35k_000021_000031" }, ...
building shed
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
vE9g_Zms35k_000021_000031
pass
qa_pass
[ { "role": "system", "content": "You are a helpful video analysis assistant. Watch the video and summarize the main action in one natural sentence." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/playing flute/9nywaBRaQ6o_000061_000071" }, ...
playing flute
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
9nywaBRaQ6o_000061_000071
pass
qa_pass
[ { "role": "system", "content": "You are a vigilant video monitoring assistant. Decide if the video shows an accident and respond exactly in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/blowing glass/S2CNFXIdslU_000032_0000...
blowing glass
accident_detection
detection_template
fixed_template
kinetics600_tier1
S2CNFXIdslU_000032_000042
model_corrected
qa_pass_model_reviewed
[ { "role": "system", "content": "You are a video analysis assistant specialized in detecting accidents such as falls. Answer concisely in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/parkour/KeO74x_ccio_000021_000031" ...
parkour
accident_detection
detection_template
fixed_template
kinetics600_tier1
KeO74x_ccio_000021_000031
model_corrected
qa_pass_model_reviewed
[ { "role": "system", "content": "You are a video safety monitoring assistant. Watch the video and report whether an accident happens." }, { "role": "user", "content": [ { "type": "video", "video": "videos/oops/fall_general/Stop Tripping - Fails of the Month (August 2017) _ F...
fall_general
accident_detection
detection_template
qwen3vl_openrouter_annotation
oops_v1
Stop Tripping - Fails of the Month (August 2017) _ FailArmy10
pass
qa_pass
[ { "role": "system", "content": "You are a vigilant video monitoring assistant. Decide if the video shows an accident and respond exactly in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/grooming horse/5stXPHkflcU_000010_000...
grooming horse
accident_detection
detection_template
fixed_template
kinetics600_tier1
5stXPHkflcU_000010_000020
pass
qa_pass
[ { "role": "system", "content": "You are a helpful video analysis assistant. Watch the video and summarize the main action in one natural sentence." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/playing organ/vsoa2G720go_000233_000243" }, ...
playing organ
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
vsoa2G720go_000233_000243
pass
qa_pass
[ { "role": "system", "content": "You are a video analysis assistant specialized in detecting accidents such as falls. Answer concisely in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "videos/kinetics_neg/situp/KDEzRY_PpH0_000014_000024...
situp
accident_detection
detection_template
fixed_template
kinetics700_2020
KDEzRY_PpH0_000014_000024
pass
qa_pass
[ { "role": "system", "content": "You are a video description assistant. Watch the video and answer with one clear natural sentence in lowercase describing the main visible action." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/base jumping/-tnmav2...
base jumping
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
-tnmav2WO0k_000106_000116
pass
qa_pass
[ { "role": "system", "content": "You are a video description assistant. Watch the video and answer with one clear natural sentence in lowercase describing the main visible action." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/backflip (human)/F3q...
backflip (human)
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
F3qUl9vKHzk_000090_000100
pass
qa_pass
[ { "role": "system", "content": "You are a vigilant video monitoring assistant. Decide if the video shows an accident and respond exactly in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "videos/kinetics_fall/riding mechanical bull/7kuW...
riding mechanical bull
accident_detection
detection_template
qwen3vl_openrouter_annotation
kinetics700_2020
7kuWJK4zQq4_000120_000130
pass
qa_pass
[ { "role": "system", "content": "You are a helpful video analysis assistant. Watch the video and summarize the main action in one natural sentence." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/pull ups/O8YcnJT4ofs_000000_000010" }, {...
pull ups
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
O8YcnJT4ofs_000000_000010
pass
qa_pass
[ { "role": "system", "content": "You are a helpful video analysis assistant. Watch the video and summarize the main action in one natural sentence." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/bookbinding/wPTm9s7crmI_000014_000024" }, ...
bookbinding
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
wPTm9s7crmI_000014_000024
pass
qa_pass
[ { "role": "system", "content": "You are a video description assistant. Watch the video and answer with one clear natural sentence in lowercase describing the main visible action." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/pull ups/sgDC_2nAwos...
pull ups
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
sgDC_2nAwos_000093_000103
pass
qa_pass
[ { "role": "system", "content": "You are a video description assistant. Watch the video and answer with one clear natural sentence in lowercase describing the main visible action." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/bodysurfing/hpQozyy9...
bodysurfing
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
hpQozyy9v58_000000_000010
pass
qa_pass
[ { "role": "system", "content": "You are a video description assistant. Describe the main visible action in the video with a single clear sentence." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/high kick/_KKrwHXDfNQ_000085_000095" }, ...
high kick
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
_KKrwHXDfNQ_000085_000095
pass
qa_pass
[ { "role": "system", "content": "You are a video analysis assistant specialized in detecting accidents such as falls. Answer concisely in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "videos/oops/fall_general/Girl Fails - Best of the Y...
fall_general
accident_detection
detection_template
qwen3vl_openrouter_annotation
oops_v1
Girl Fails - Best of the Year 2016 _ FailArmy52
pass
qa_pass
[ { "role": "system", "content": "You are a vigilant video monitoring assistant. Decide if the video shows an accident and respond exactly in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/playing xylophone/ZIfbKHW18Xs_000014_...
playing xylophone
accident_detection
detection_template
fixed_template
kinetics600_tier1
ZIfbKHW18Xs_000014_000024
pass
qa_pass
[ { "role": "system", "content": "You are a video safety monitoring assistant. Watch the video and report whether an accident happens." }, { "role": "user", "content": [ { "type": "video", "video": "videos/oops/fall_general/Fails of the Week - Watch That Wave! (February 2017)...
fall_general
accident_detection
detection_template
qwen3vl_openrouter_annotation
oops_v1
Fails of the Week - Watch That Wave! (February 2017) _ FailArmy40
pass
qa_pass
[ { "role": "system", "content": "You are a video description assistant. Watch the video and answer with one clear natural sentence in lowercase describing the main visible action." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/archery/v4TLEbCzXYQ_...
archery
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
v4TLEbCzXYQ_000429_000439
pass
qa_pass
[ { "role": "system", "content": "You are a video analysis assistant specialized in detecting accidents such as falls. Answer concisely in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "videos/kinetics_neg/luge/m6T1Drgq84U_000062_000072"...
luge
accident_detection
detection_template
fixed_template
kinetics700_2020
m6T1Drgq84U_000062_000072
pass
qa_pass
[ { "role": "system", "content": "You are a vigilant video monitoring assistant. Decide if the video shows an accident and respond exactly in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "videos/oops/fall_general/Smile Wide! - Fails You...
fall_general
accident_detection
detection_template
qwen3vl_openrouter_annotation
oops_v1
Smile Wide! - Fails You Missed #26 (January 2018)61
pass
qa_pass
[ { "role": "system", "content": "You are a helpful video analysis assistant. Watch the video and summarize the main action in one natural sentence." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/building sandcastle/4F_bWDAuzf4_000000_000010" ...
building sandcastle
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
4F_bWDAuzf4_000000_000010
pass
qa_pass
[ { "role": "system", "content": "You are a video analysis assistant specialized in detecting accidents such as falls. Answer concisely in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/planting trees/aF1AGmZXPBs_000042_000052...
planting trees
accident_detection
detection_template
fixed_template
kinetics600_tier1
aF1AGmZXPBs_000042_000052
pass
qa_pass
[ { "role": "system", "content": "You are a helpful video analysis assistant. Watch the video and summarize the main action in one natural sentence." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/beatboxing/cSUMtxXiCWA_000035_000045" }, ...
beatboxing
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
cSUMtxXiCWA_000035_000045
pass
qa_pass
[ { "role": "system", "content": "You are a video description assistant. Watch the video and answer with one clear natural sentence in lowercase describing the main visible action." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/laying concrete/K62v...
laying concrete
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
K62vG3qDhhg_000035_000045
pass
qa_pass
[ { "role": "system", "content": "You are a helpful video analysis assistant. Watch the video and summarize the main action in one natural sentence." }, { "role": "user", "content": [ { "type": "video", "video": "videos/kinetics_fall/faceplanting/63P_ycLnm_w_000005_000015" ...
faceplanting
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics700_2020
63P_ycLnm_w_000005_000015
pass
qa_pass
[ { "role": "system", "content": "You are a vigilant video monitoring assistant. Decide if the video shows an accident and respond exactly in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "videos/kinetics_fall/falling off bike/XyGlZ3Lbkg...
falling off bike
accident_detection
detection_template
qwen3vl_openrouter_annotation
kinetics700_2020
XyGlZ3LbkgU_000009_000019
pass
qa_pass
[ { "role": "system", "content": "You are a video analysis assistant specialized in detecting accidents such as falls. Answer concisely in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/calligraphy/3OIpNU3HZFE_000000_000010" ...
calligraphy
accident_detection
detection_template
fixed_template
kinetics600_tier1
3OIpNU3HZFE_000000_000010
model_pass
qa_pass_model_reviewed
[ { "role": "system", "content": "You are a vigilant video monitoring assistant. Decide if the video shows an accident and respond exactly in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "videos/kinetics_fall/riding mechanical bull/9MOh...
riding mechanical bull
accident_detection
detection_template
qwen3vl_openrouter_annotation
kinetics700_2020
9MOh36rUeSI_000027_000037
pass
qa_pass
[ { "role": "system", "content": "You are a helpful video analysis assistant. Watch the video and summarize the main action in one natural sentence." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/assembling computer/fhSnazRPdp8_000003_000013" ...
assembling computer
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
fhSnazRPdp8_000003_000013
pass
qa_pass
[ { "role": "system", "content": "You are a video analysis assistant specialized in detecting accidents such as falls. Answer concisely in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "videos/kinetics_fall/riding mechanical bull/oeXhd6w...
riding mechanical bull
accident_detection
detection_template
fixed_template
kinetics700_2020
oeXhd6wvxpk_000000_000010
pass
qa_pass
[ { "role": "system", "content": "You are a video safety monitoring assistant. Watch the video and report whether an accident happens." }, { "role": "user", "content": [ { "type": "video", "video": "videos/kinetics_fall/riding mechanical bull/X28yfYDdiWc_000025_000035" ...
riding mechanical bull
accident_detection
detection_template
fixed_template
kinetics700_2020
X28yfYDdiWc_000025_000035
pass
qa_pass
[ { "role": "system", "content": "You are a video description assistant. Describe the main visible action in the video with a single clear sentence." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/building shed/fjMHICUU2pU_000081_000091" }, ...
building shed
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
fjMHICUU2pU_000081_000091
pass
qa_pass
[ { "role": "system", "content": "You are a helpful video analysis assistant. Watch the video and summarize the main action in one natural sentence." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/bowling/UOCXCyu5mis_000004_000014" }, { ...
bowling
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
UOCXCyu5mis_000004_000014
pass
qa_pass
[ { "role": "system", "content": "You are a video description assistant. Describe the main visible action in the video with a single clear sentence." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/battle rope training/aqIdScw_vmc_000005_000015" ...
battle rope training
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
aqIdScw_vmc_000005_000015
pass
qa_pass
[ { "role": "system", "content": "You are a video safety monitoring assistant. Watch the video and report whether an accident happens." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/assembling computer/lrLFeP56BCs_000182_000192" }, { ...
assembling computer
accident_detection
detection_template
fixed_template
kinetics600_tier1
lrLFeP56BCs_000182_000192
pass
qa_pass
[ { "role": "system", "content": "You are a vigilant video monitoring assistant. Decide if the video shows an accident and respond exactly in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "videos/kinetics_fall/falling off chair/kVwQ3kSUv...
falling off chair
accident_detection
detection_template
qwen3vl_openrouter_annotation
kinetics700_2020
kVwQ3kSUvKM_000000_000010
pass
qa_pass
[ { "role": "system", "content": "You are a video analysis assistant specialized in detecting accidents such as falls. Answer concisely in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "videos/oops/fall_general/Best Fails of the Month - ...
fall_general
accident_detection
detection_template
qwen3vl_openrouter_annotation
oops_v1
Best Fails of the Month - Is This Regulation Size (March 2018) _ FailArmy4
pass
qa_pass
[ { "role": "system", "content": "You are a video safety monitoring assistant. Watch the video and report whether an accident happens." }, { "role": "user", "content": [ { "type": "video", "video": "videos/kinetics_neg/jumping into pool/6BS3XcTAhrs_000003_000013" }, ...
jumping into pool
accident_detection
detection_template
fixed_template
kinetics700_2020
6BS3XcTAhrs_000003_000013
pass
qa_pass
[ { "role": "system", "content": "You are a video description assistant. Describe the main visible action in the video with a single clear sentence." }, { "role": "user", "content": [ { "type": "video", "video": "videos/oops/fall_general/Dress To Impress - Lookin' Good! (Octo...
fall_general
video_description
natural_description
qwen3vl_openrouter_annotation
oops_v1
Dress To Impress - Lookin' Good! (October 2017) _ FailArmy44
pass
qa_pass
[ { "role": "system", "content": "You are a video analysis assistant specialized in detecting accidents such as falls. Answer concisely in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "videos/kinetics_fall/faceplanting/JDQq0XLnr-w_00000...
faceplanting
accident_detection
detection_template
qwen3vl_openrouter_annotation
kinetics700_2020
JDQq0XLnr-w_000009_000019
pass
qa_pass
[ { "role": "system", "content": "You are a vigilant video monitoring assistant. Decide if the video shows an accident and respond exactly in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/bulldozing/wLNJ-4EEtaI_000123_000133"...
bulldozing
accident_detection
detection_template
fixed_template
kinetics600_tier1
wLNJ-4EEtaI_000123_000133
model_corrected
qa_pass_model_reviewed
[ { "role": "system", "content": "You are a video analysis assistant specialized in detecting accidents such as falls. Answer concisely in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "videos/kinetics_neg/riding a bike/a7iBnmWNHcg_00008...
riding a bike
accident_detection
detection_template
fixed_template
kinetics700_2020
a7iBnmWNHcg_000087_000097
pass
qa_pass
[ { "role": "system", "content": "You are a video safety monitoring assistant. Watch the video and report whether an accident happens." }, { "role": "user", "content": [ { "type": "video", "video": "videos/oops/fall_general/FailArmy After Dark - That's Going To Cost You (Ep....
fall_general
accident_detection
detection_template
qwen3vl_openrouter_annotation
oops_v1
FailArmy After Dark - That's Going To Cost You (Ep. 10)103
pass
qa_pass
[ { "role": "system", "content": "You are a video safety monitoring assistant. Watch the video and report whether an accident happens." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/bookbinding/sAH5Uub1aho_000218_000228" }, { "t...
bookbinding
accident_detection
detection_template
fixed_template
kinetics600_tier1
sAH5Uub1aho_000218_000228
model_corrected
qa_pass_model_reviewed
[ { "role": "system", "content": "You are a video analysis assistant specialized in detecting accidents such as falls. Answer concisely in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "videos/kinetics_fall/faceplanting/EKCGKa930PU_00000...
faceplanting
accident_detection
detection_template
qwen3vl_openrouter_annotation
kinetics700_2020
EKCGKa930PU_000005_000015
pass
qa_pass
[ { "role": "system", "content": "You are a video safety monitoring assistant. Watch the video and report whether an accident happens." }, { "role": "user", "content": [ { "type": "video", "video": "videos/oops/fall_general/FailArmy After Dark - Say It, Don't Spray It (Ep. 7)...
fall_general
accident_detection
detection_template
qwen3vl_openrouter_annotation
oops_v1
FailArmy After Dark - Say It, Don't Spray It (Ep. 7)6
pass
qa_pass
[ { "role": "system", "content": "You are a video analysis assistant specialized in detecting accidents such as falls. Answer concisely in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/base jumping/Q-LPx-JaoTI_000149_000159" ...
base jumping
accident_detection
detection_template
fixed_template
kinetics600_tier1
Q-LPx-JaoTI_000149_000159
pass
qa_pass
[ { "role": "system", "content": "You are a video analysis assistant specialized in detecting accidents such as falls. Answer concisely in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "videos/kinetics_neg/skiing mono/wwart_dcFAg_000452_...
skiing mono
accident_detection
detection_template
fixed_template
kinetics700_2020
wwart_dcFAg_000452_000462
pass
qa_pass
[ { "role": "system", "content": "You are a vigilant video monitoring assistant. Decide if the video shows an accident and respond exactly in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "videos/kinetics_fall/riding mechanical bull/51XZ...
riding mechanical bull
accident_detection
detection_template
qwen3vl_openrouter_annotation
kinetics700_2020
51XZYsGV3pg_000022_000032
pass
qa_pass
[ { "role": "system", "content": "You are a video description assistant. Watch the video and answer with one clear natural sentence in lowercase describing the main visible action." }, { "role": "user", "content": [ { "type": "video", "video": "videos/kinetics_fall/faceplanti...
faceplanting
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics700_2020
gCLD6zNr3c4_000002_000012
pass
qa_pass
[ { "role": "system", "content": "You are a video analysis assistant specialized in detecting accidents such as falls. Answer concisely in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/jetskiing/LYMyOrhC_9I_000079_000089" ...
jetskiing
accident_detection
detection_template
fixed_template
kinetics600_tier1
LYMyOrhC_9I_000079_000089
pass
qa_pass
[ { "role": "system", "content": "You are a video safety monitoring assistant. Watch the video and report whether an accident happens." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/archery/pRSeqdksiu8_000000_000010" }, { "type"...
archery
accident_detection
detection_template
fixed_template
kinetics600_tier1
pRSeqdksiu8_000000_000010
pass
qa_pass
[ { "role": "system", "content": "You are a video analysis assistant specialized in detecting accidents such as falls. Answer concisely in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/building lego/tedwLxtkg9g_000000_000010"...
building lego
accident_detection
detection_template
fixed_template
kinetics600_tier1
tedwLxtkg9g_000000_000010
model_corrected
qa_pass_model_reviewed
[ { "role": "system", "content": "You are a vigilant video monitoring assistant. Decide if the video shows an accident and respond exactly in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/building shed/tvysEIikgj0_000166_0001...
building shed
accident_detection
detection_template
fixed_template
kinetics600_tier1
tvysEIikgj0_000166_000176
pass
qa_pass
[ { "role": "system", "content": "You are a video analysis assistant specialized in detecting accidents such as falls. Answer concisely in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "videos/oops/fall_general/Double Fails (November 201...
fall_general
accident_detection
detection_template
qwen3vl_openrouter_annotation
oops_v1
Double Fails (November 2017) _ FailArmy11
pass
qa_pass
[ { "role": "system", "content": "You are a video analysis assistant specialized in detecting accidents such as falls. Answer concisely in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "videos/kinetics_neg/longboarding/eeQC6055Bbw_000000...
longboarding
accident_detection
detection_template
fixed_template
kinetics700_2020
eeQC6055Bbw_000000_000010
pass
qa_pass
[ { "role": "system", "content": "You are a video analysis assistant specialized in detecting accidents such as falls. Answer concisely in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "videos/kinetics_fall/falling off bike/-u_im5TmHys_0...
falling off bike
accident_detection
detection_template
qwen3vl_openrouter_annotation
kinetics700_2020
-u_im5TmHys_000019_000029
pass
qa_pass
[ { "role": "system", "content": "You are a vigilant video monitoring assistant. Decide if the video shows an accident and respond exactly in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "videos/kinetics_neg/riding scooter/E2sqq88r6ww_0...
riding scooter
accident_detection
detection_template
fixed_template
kinetics700_2020
E2sqq88r6ww_000041_000051
pass
qa_pass
[ { "role": "system", "content": "You are a video safety monitoring assistant. Watch the video and report whether an accident happens." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/head stand/_Q_kFXGdVhU_000007_000017" }, { "ty...
head stand
accident_detection
detection_template
fixed_template
kinetics600_tier1
_Q_kFXGdVhU_000007_000017
pass
qa_pass
[ { "role": "system", "content": "You are a video description assistant. Watch the video and answer with one clear natural sentence in lowercase describing the main visible action." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/ice skating/suDKnxcE...
ice skating
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
suDKnxcE8f8_000031_000041
pass
qa_pass
[ { "role": "system", "content": "You are a video description assistant. Describe the main visible action in the video with a single clear sentence." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/arm wrestling/deVTKEMrG6M_000014_000024" }, ...
arm wrestling
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
deVTKEMrG6M_000014_000024
pass
qa_pass
[ { "role": "system", "content": "You are a video description assistant. Describe the main visible action in the video with a single clear sentence." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/playing recorder/aZTbY9uO28E_000008_000018" },...
playing recorder
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
aZTbY9uO28E_000008_000018
pass
qa_pass
[ { "role": "system", "content": "You are a helpful video analysis assistant. Watch the video and summarize the main action in one natural sentence." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/breakdancing/Q5Oo-BeW7mg_000204_000214" }, ...
breakdancing
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
Q5Oo-BeW7mg_000204_000214
pass
qa_pass
[ { "role": "system", "content": "You are a vigilant video monitoring assistant. Decide if the video shows an accident and respond exactly in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "videos/oops/fall_general/The Best 29 Fall Fails ...
fall_general
accident_detection
detection_template
qwen3vl_openrouter_annotation
oops_v1
The Best 29 Fall Fails - FailArmy Hall of Fame (November 2017)39
pass
qa_pass
[ { "role": "system", "content": "You are a helpful video analysis assistant. Watch the video and summarize the main action in one natural sentence." }, { "role": "user", "content": [ { "type": "video", "video": "videos/oops/fall_general/Sticks and Stones (July 2018) _ FailAr...
fall_general
video_description
natural_description
qwen3vl_openrouter_annotation
oops_v1
Sticks and Stones (July 2018) _ FailArmy36
pass
qa_pass
[ { "role": "system", "content": "You are a vigilant video monitoring assistant. Decide if the video shows an accident and respond exactly in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "videos/kinetics_fall/faceplanting/JGOhV3G2ObI_00...
faceplanting
accident_detection
detection_template
qwen3vl_openrouter_annotation
kinetics700_2020
JGOhV3G2ObI_000001_000011
pass
qa_pass
[ { "role": "system", "content": "You are a video description assistant. Describe the main visible action in the video with a single clear sentence." }, { "role": "user", "content": [ { "type": "video", "video": "videos/oops/fall_general/Fail Higher, Faster - Mountain Fails (...
fall_general
video_description
natural_description
qwen3vl_openrouter_annotation
oops_v1
Fail Higher, Faster - Mountain Fails (April 2017) _ FailArmy55
pass
qa_pass
[ { "role": "system", "content": "You are a vigilant video monitoring assistant. Decide if the video shows an accident and respond exactly in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/blowing glass/nWg266W_Gu8_000036_0000...
blowing glass
accident_detection
detection_template
fixed_template
kinetics600_tier1
nWg266W_Gu8_000036_000046
pass
qa_pass
[ { "role": "system", "content": "You are a video safety monitoring assistant. Watch the video and report whether an accident happens." }, { "role": "user", "content": [ { "type": "video", "video": "videos/kinetics_fall/riding mechanical bull/aXrA05XL-R0_000021_000031" ...
riding mechanical bull
accident_detection
detection_template
fixed_template
kinetics700_2020
aXrA05XL-R0_000021_000031
pass
qa_pass
[ { "role": "system", "content": "You are a video safety monitoring assistant. Watch the video and report whether an accident happens." }, { "role": "user", "content": [ { "type": "video", "video": "videos/kinetics_fall/falling off bike/58S_s-P6JvU_000000_000010" }, ...
falling off bike
accident_detection
detection_template
qwen3vl_openrouter_annotation
kinetics700_2020
58S_s-P6JvU_000000_000010
pass
qa_pass
[ { "role": "system", "content": "You are a vigilant video monitoring assistant. Decide if the video shows an accident and respond exactly in the requested format." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/head stand/Zke3_FJvkfQ_000181_000191"...
head stand
accident_detection
detection_template
fixed_template
kinetics600_tier1
Zke3_FJvkfQ_000181_000191
pass
qa_pass
[ { "role": "system", "content": "You are a video description assistant. Watch the video and answer with one clear natural sentence in lowercase describing the main visible action." }, { "role": "user", "content": [ { "type": "video", "video": "kinetic600/playing recorder/uXy...
playing recorder
video_description
natural_description
qwen3vl_openrouter_annotation
kinetics600_tier1
uXyygNiBraM_000007_000017
pass
qa_pass
End of preview. Expand in Data Studio

Enhanced Fall Dataset (total = 25,691)

Prerequisite

Download bear7011/gemma-4-e4b-kinetics_54K first for some overlapped videos. (This setting prevents cascading forgetting.)

Notification!

  1. Do not mix the sora-accident dataset into the training process.
  2. Video sources:

File Structure

├── annotations
│   ├── prompts.json
│   ├── train.json
│   └── val.json
├── distribution.json
├── label.txt
├── README.md
└── videos
    ├── kinetics_fall
    ├── kinetics_neg
    └── oops

Label Distribution

This dataset is composed of three types of labels:

  1. General Fall (8,000)
  2. Hard Negative, similar to fall (10,691)
    • Normal Hard Negative (3,800)
    • Hard Hard Negative (3,500)
    • Extreme Hard Negative (3,391)
  3. Overlapped videos from 54k (7,000)
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