Dataset Viewer
video
stringlengths 35
38
| row_id
int64 21
40k
| action_score
float64 3.96
6.38
| peaks
listlengths 1
12
|
|---|---|---|---|
downloaded_clips/rulzKikXMHo_13498.mp4
| 13,498 | 6.343891 |
[
{
"build_up": 4.257128,
"caption": "The moment when guy punches the other guy.",
"drop_off": 9.609471,
"peak_end": 7.278633,
"peak_start": 7.219935
}
] |
downloaded_clips/dDN37ufNu84_15271.mp4
| 15,271 | 5.284963 |
[
{
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"caption": "The moment when she picks up another ball.",
"drop_off": 22.937831,
"peak_end": 19.780747,
"peak_start": 19.663778
}
] |
downloaded_clips/IHpBwsyMT9Q_6400.mp4
| 6,400 | 5.312601 |
[
{
"build_up": 13.683055,
"caption": "The moment when the girl throws the dart at the board.",
"drop_off": 17.280921,
"peak_end": 14.6631,
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] |
downloaded_clips/sWaU9O4xzFE_27341.mp4
| 27,341 | 5.280623 |
[
{
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"caption": "The moment when the man throws the dart.",
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"peak_end": 8.293252,
"peak_start": 8.17864
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] |
downloaded_clips/NNZKinEXYc4_19918.mp4
| 19,918 | 5.467626 |
[
{
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"caption": "The moment when the gymnast lands on the balance beam.",
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downloaded_clips/yWfTd8pRLgM_17957.mp4
| 17,957 | 5.385543 |
[
{
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"caption": "The moment when she does a backflip.",
"drop_off": 2.203944,
"peak_end": 1.813995,
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] |
downloaded_clips/HddRC-twMLc_16353.mp4
| 16,353 | 4.174533 |
[
{
"build_up": 0,
"caption": "The moment when the person throws the dart.",
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{
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"caption": "The moment when the person throws the dart.",
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{
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"caption": "The moment when the person throws the dart.",
"drop_off": 9.066992,
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] |
downloaded_clips/c81l0bAPiFo_1682.mp4
| 1,682 | 4.155826 |
[
{
"build_up": 17.677094,
"caption": "The moment when the lady falls into the lake.",
"drop_off": 25.841802,
"peak_end": 24.8,
"peak_start": 24.7
}
] |
downloaded_clips/R58R070r2GE_32597.mp4
| 32,597 | 5.589177 |
[
{
"build_up": 10.175247,
"caption": "The moment when the girl lands on the balance beam.",
"drop_off": 11.266667,
"peak_end": 10.889041,
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] |
downloaded_clips/tuhHQ-lHIs4_13195.mp4
| 13,195 | 4.61384 |
[
{
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"caption": "The moment when the young player throws the ball.",
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{
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"caption": "The moment when the young player throws the ball.",
"drop_off": 12.093014,
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] |
downloaded_clips/6hsOVkC7hxA_38161.mp4
| 38,161 | 5.046749 |
[
{
"build_up": 0,
"caption": "The moment when the person hits the chopped log of wood with all his force.",
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{
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"caption": "The moment when the person hits the chopped log of wood with all his force.",
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{
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"caption": "The moment when the person hits the chopped log of wood with all his force.",
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] |
downloaded_clips/inFPa4wxOwQ_36466.mp4
| 36,466 | 5.232152 |
[
{
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"caption": "The moment when the man lands in the pool.",
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] |
downloaded_clips/nfjIQXyL7_Y_12687.mp4
| 12,687 | 6.22405 |
[
{
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"caption": "The moment when the boy lands on the ground.",
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"peak_end": 10.064985,
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downloaded_clips/P6z57_sYXm8_35591.mp4
| 35,591 | 4.123502 |
[
{
"build_up": 5.345088,
"caption": "The moment when the windsurfer falls into the ocean.",
"drop_off": 8.819612,
"peak_end": 7.325361,
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] |
downloaded_clips/knnQ99kDt8w_17483.mp4
| 17,483 | 4.171084 |
[
{
"build_up": 1.004967,
"caption": "The moment when a person throws a red ball to another on the trampoline.",
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] |
downloaded_clips/rcDw6If4hjc_1557.mp4
| 1,557 | 3.987415 |
[
{
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downloaded_clips/xmStXpxlG_I_15390.mp4
| 15,390 | 6.144545 |
[
{
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"caption": "The moment when the toddler hits the pinata with a bat.",
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] |
downloaded_clips/cyJAifECfH0_3041.mp4
| 3,041 | 4.378477 |
[
{
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"caption": "The moment when the weights hit the floor.",
"drop_off": 11.018982,
"peak_end": 10.530596,
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}
] |
downloaded_clips/hgTgOjkcvpc_10299.mp4
| 10,299 | 5.836051 |
[
{
"build_up": 6.384694,
"caption": "The moment when the small blue ball hits the white pole.",
"drop_off": 10.279519,
"peak_end": 8.648659,
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] |
downloaded_clips/IHpBwsyMT9Q_38658.mp4
| 38,658 | 5.205138 |
[
{
"build_up": 17.353381,
"caption": "The moment when the girl throws a dart.",
"drop_off": 19.197781,
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] |
downloaded_clips/nuEK3POl9jA_27391.mp4
| 27,391 | 4.234477 |
[
{
"build_up": 0,
"caption": "The moment when the weights crash to the ground.",
"drop_off": 7.221711,
"peak_end": 7.221711,
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}
] |
downloaded_clips/jvQU6RyhY7I_24636.mp4
| 24,636 | 5.994715 |
[
{
"build_up": 18.805294,
"caption": "The moment when she hits the pinata.",
"drop_off": 20.17685,
"peak_end": 19.296967,
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] |
downloaded_clips/TF591ByrGYk_23485.mp4
| 23,485 | 4.100002 |
[
{
"build_up": 26.792002,
"caption": "The moment when the person does a flip midair.",
"drop_off": 32.705356,
"peak_end": 30.096763,
"peak_start": 29.74242
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] |
downloaded_clips/-r_bvqjYjYg_30517.mp4
| 30,517 | 4.510925 |
[
{
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"caption": "The moment when the man throws the ball.",
"drop_off": 15.49286,
"peak_end": 13.046379,
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}
] |
downloaded_clips/QePg4GKh3rw_37728.mp4
| 37,728 | 4.196461 |
[
{
"build_up": 10.225735,
"caption": "The moment when she lands on the blue mat.",
"drop_off": 13.947184,
"peak_end": 11.8,
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}
] |
downloaded_clips/QuaoqO4JgKY_33979.mp4
| 33,979 | 4.218187 |
[
{
"build_up": 1.313404,
"caption": "The moment when the boy lands in the water.",
"drop_off": 4.543086,
"peak_end": 3.243878,
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}
] |
downloaded_clips/hgTgOjkcvpc_28442.mp4
| 28,442 | 5.678516 |
[
{
"build_up": 3.885342,
"caption": "The moment when the hammer hits the ball.",
"drop_off": 5.440614,
"peak_end": 5.086383,
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}
] |
downloaded_clips/Zc44Ddk2NG8_30188.mp4
| 30,188 | 3.964443 |
[
{
"build_up": 0,
"caption": "The moment when one child hits another one in the back.",
"drop_off": 4.76942,
"peak_end": 2.213431,
"peak_start": 2.1
}
] |
downloaded_clips/oeFUzyNgxQU_11796.mp4
| 11,796 | 4.180274 |
[
{
"build_up": 3.680271,
"caption": "The moment when the man lands on the ground.",
"drop_off": 10.281711,
"peak_end": 6.404865,
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}
] |
downloaded_clips/-Q9WotFs1MI_18074.mp4
| 18,074 | 3.976526 |
[
{
"build_up": 0,
"caption": "The moment when the ax hits the wood.",
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{
"build_up": 1.450296,
"caption": "The moment when the ax hits the wood.",
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{
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{
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{
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"caption": "The moment when the ax hits the wood.",
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{
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"caption": "The moment when the ax hits the wood.",
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{
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"caption": "The moment when the ax hits the wood.",
"drop_off": 22.043283,
"peak_end": 20.933333,
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] |
downloaded_clips/Wgh8e4V8hBc_16190.mp4
| 16,190 | 5.91961 |
[
{
"build_up": 0,
"caption": "The moment when the girl hits the pinata.",
"drop_off": 3.418239,
"peak_end": 1.656365,
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}
] |
downloaded_clips/T1T3UvwZcKU_34825.mp4
| 34,825 | 5.925198 |
[
{
"build_up": 0,
"caption": "The moment when the person hits the floor after falling from the slide.",
"drop_off": 3.331932,
"peak_end": 3.331932,
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}
] |
downloaded_clips/MsBqlgdzeag_5564.mp4
| 5,564 | 4.053708 |
[
{
"build_up": 5.934157,
"caption": "The moment when the person cuts the trunk in half.",
"drop_off": 13.646704,
"peak_end": 12.125,
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] |
downloaded_clips/OVRYoPA6h-Y_7166.mp4
| 7,166 | 5.790654 |
[
{
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"caption": "The moment when a man hits a black ball with a hammer.",
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"peak_end": 8.060314,
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] |
downloaded_clips/LygR7ds26JY_26760.mp4
| 26,760 | 4.705822 |
[
{
"build_up": 1.583439,
"caption": "The moment when the person jumps high.",
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{
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"caption": "The moment when the person lands on the blue mat.",
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] |
downloaded_clips/1UIathRb404_17321.mp4
| 17,321 | 5.653754 |
[
{
"build_up": 8.607235,
"caption": "The moment when the man hits the ball with a hockey pole.",
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"peak_end": 10.869472,
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] |
downloaded_clips/F8K9WQfHth4_26222.mp4
| 26,222 | 5.738719 |
[
{
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"caption": "The moment when a man hits a ball with a club.",
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] |
downloaded_clips/V1ntLwOfkyE_36244.mp4
| 36,244 | 5.738906 |
[
{
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"caption": "The moment when the gymnast does a flip over the bar.",
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"peak_end": 8.976393,
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] |
downloaded_clips/JDn95TW9WoM_17230.mp4
| 17,230 | 4.091473 |
[
{
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"caption": "The moment when the man kicks the yellow ball.",
"drop_off": 23.72,
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] |
downloaded_clips/e0-lO2jb8vo_23655.mp4
| 23,655 | 4.044526 |
[
{
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"caption": "The moment when the person lands on one foot.",
"drop_off": 13.680347,
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] |
downloaded_clips/pmbHoeudjKc_16167.mp4
| 16,167 | 4.116586 |
[
{
"build_up": 0,
"caption": "The moment when the man lands in the sandpit.",
"drop_off": 9.638152,
"peak_end": 6.406406,
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] |
downloaded_clips/YAiCO8en_ls_26630.mp4
| 26,630 | 4.139266 |
[
{
"build_up": 2.020882,
"caption": "The moment when the dog catches the frisbee in its mouth.",
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{
"build_up": 8.585573,
"caption": "The moment when the dog jumps into the man's arms.",
"drop_off": 11.857405,
"peak_end": 10.41041,
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] |
downloaded_clips/TZ9JbvClnZA_3671.mp4
| 3,671 | 6.132457 |
[
{
"build_up": 6.856734,
"caption": "The moment when the man hits several pins.",
"drop_off": 11.641617,
"peak_end": 10.797493,
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] |
downloaded_clips/E3UJv-NC1E8_16366.mp4
| 16,366 | 4.247488 |
[
{
"build_up": 1.410503,
"caption": "The moment when the man body slams his opponent.",
"drop_off": 8.931873,
"peak_end": 5.64,
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] |
downloaded_clips/FMXPFrZYhes_35475.mp4
| 35,475 | 4.932913 |
[
{
"build_up": 13.339096,
"caption": "The moment when the athlete raises his fist.",
"drop_off": 14.347667,
"peak_end": 13.982369,
"peak_start": 13.906933
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] |
downloaded_clips/o_e0KLnKpj8_8076.mp4
| 8,076 | 5.361999 |
[
{
"build_up": 6.158992,
"caption": "The moment when the lady throws her arm in the air.",
"drop_off": 9.816255,
"peak_end": 7.250038,
"peak_start": 6.99542
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] |
downloaded_clips/0BXBfSWIR2k_19788.mp4
| 19,788 | 4.174209 |
[
{
"build_up": 0,
"caption": "The moment when the surfer flies high into the air.",
"drop_off": 5.063762,
"peak_end": 2.754226,
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] |
downloaded_clips/NhM6jEV08s4_33641.mp4
| 33,641 | 5.921966 |
[
{
"build_up": 4.939352,
"caption": "The moment when the person hits the branch with the axe.",
"drop_off": 8.811482,
"peak_end": 8.138339,
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] |
downloaded_clips/1LdbczjQPII_16221.mp4
| 16,221 | 6.170158 |
[
{
"build_up": 0,
"caption": "The moment when the bowling ball hits the pins.",
"drop_off": 3.947632,
"peak_end": 2.842103,
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] |
downloaded_clips/iUGuDzgow2I_9528.mp4
| 9,528 | 5.877789 |
[
{
"build_up": 12.029058,
"caption": "The moment when the person lands on the blue mat.",
"drop_off": 16.845,
"peak_end": 13.587654,
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] |
downloaded_clips/NNfAlym-xh8_9973.mp4
| 9,973 | 4.106872 |
[
{
"build_up": 8.887945,
"caption": "The moment when the boy does a flip midair.",
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{
"build_up": 8.887945,
"caption": "The moment when the boy lands on the ground after a flip.",
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{
"build_up": 19.43072,
"caption": "The moment when the boy lands on the blue mat while laying down.",
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{
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"caption": "The moment when the boy lands on the blue mat while laying down.",
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{
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"caption": "The moment when the boy lands on the red mat.",
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{
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"caption": "The moment when the boy does a flip in midair.",
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"caption": "The moment when the boy lands on the ground after a flip.",
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{
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"caption": "The moment when the boy does a flip in midair.",
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{
"build_up": 33.87225,
"caption": "The moment when the boy lands on the ground after a flip.",
"drop_off": 37.257177,
"peak_end": 36.369703,
"peak_start": 36.136136
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] |
downloaded_clips/Eo3PUIfZSJU_16012.mp4
| 16,012 | 5.273023 |
[
{
"build_up": 16.91945,
"caption": "The moment when the gymnast lands on the mat.",
"drop_off": 29.565761,
"peak_end": 27.391096,
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] |
downloaded_clips/Lyi8-hf1rCw_1566.mp4
| 1,566 | 4.034852 |
[
{
"build_up": 11.635354,
"caption": "The moment when the person lands in the sand.",
"drop_off": 17.32,
"peak_end": 15.92,
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}
] |
downloaded_clips/NSi8DorB6L0_10593.mp4
| 10,593 | 4.105937 |
[
{
"build_up": 4.389851,
"caption": "The moment when the skier goes flying after attempting to turn around.",
"drop_off": 11.468676,
"peak_end": 10.276943,
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] |
downloaded_clips/ucsAN6pGv6w_1671.mp4
| 1,671 | 5.14033 |
[
{
"build_up": 2.649004,
"caption": "The moment when the person throws the pole.",
"drop_off": 6.675937,
"peak_end": 6.044926,
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}
] |
downloaded_clips/fmtW5lcdT_0_16197.mp4
| 16,197 | 5.821751 |
[
{
"build_up": 4.899858,
"caption": "The moment when the ball hits the ground.",
"drop_off": 9.686957,
"peak_end": 7.000536,
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] |
downloaded_clips/4KE6dUAGZ94_31810.mp4
| 31,810 | 4.965086 |
[
{
"build_up": 3.296939,
"caption": "The moment when the man lands on the mat.",
"drop_off": 9.069399,
"peak_end": 8.679677,
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] |
downloaded_clips/HtCQ-OmHJl4_18069.mp4
| 18,069 | 5.115384 |
[
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downloaded_clips/onBAyGhqubg_30678.mp4
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downloaded_clips/GEHPJEgMm_I_17254.mp4
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downloaded_clips/as7KugARkLE_32489.mp4
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downloaded_clips/wBv1tu74S2E_32499.mp4
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downloaded_clips/ABBQqwPOxw4_1911.mp4
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downloaded_clips/qBqUu4_qOnU_19454.mp4
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downloaded_clips/jHyWtrhNTTk_11477.mp4
| 11,477 | 4.247375 |
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downloaded_clips/aYSJn94g_Io_26516.mp4
| 26,516 | 4.07319 |
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downloaded_clips/iwHZqcYwZYU_15045.mp4
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downloaded_clips/plMBtIbzX6w_10177.mp4
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downloaded_clips/CpTIytatsno_7199.mp4
| 7,199 | 4.20014 |
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downloaded_clips/kkcTQHFNXAg_37439.mp4
| 37,439 | 4.106513 |
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downloaded_clips/qlqF8K072UU_17462.mp4
| 17,462 | 5.030563 |
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downloaded_clips/iuQHLWWhSEY_35324.mp4
| 35,324 | 4.18202 |
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downloaded_clips/C10_qXWxpsk_33932.mp4
| 33,932 | 4.159071 |
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downloaded_clips/GOZ305xZvz8_10624.mp4
| 10,624 | 5.787758 |
[
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End of preview. Expand
in Data Studio
⚡ FLASH
Fast Labelled Action Segment Highlights
Overview
FLASH is an open-source video evaluation dataset that tests a model's ability to identify the peak frames in a video given a user's prompt, for example, "The moment when the person lands on the ground". This is a much more challenging task than standard temporal action localization.
Analysis
We compare our dataset to the THUMOS'14 temporal action localization evaluation dataset. Our results are as follows:
+----------------------------------------------------+
| Statistics for Peak Duration |
+-----------+---------|--------+----------+-------+-------+-------+--------|
| dataset | count | mean | median | q25 | q75 | min | max |
|-----------+---------+--------+----------+-------+-------+-------+--------|
| FLASH | 1526 | 0.18 | 0.10 | 0.03 | 0.19 | 0.00 | 4.67 |
| THUMOS'14 | 3007 | 4.04 | 2.90 | 1.50 | 5.50 | 0.20 | 118.10 |
+-----------+---------+--------+----------+-------+-------+-------+--------+
Acknowledgements
This dataset is heavily built on the ActivityNet Captions dataset.
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