image image | img_fn string | metadata_fn string | movie string | objects list | width int64 | height int64 | image_width int64 | image_height int64 | boxes list | segms_json string | question_count int64 | source_zip_crc_mismatch bool | image_metadata_dimension_mismatch bool | annotations list |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
lsmdc_3015_CHARLIE_ST_CLOUD/3015_CHARLIE_ST_CLOUD_00.23.57.935-00.24.00.783@0.jpg | lsmdc_3015_CHARLIE_ST_CLOUD/3015_CHARLIE_ST_CLOUD_00.23.57.935-00.24.00.783@0.json | 3015_CHARLIE_ST_CLOUD | [
"person",
"person",
"person",
"car"
] | 1,920 | 804 | 1,920 | 804 | [
[
953.9031982421875,
139.72866821289062,
1471.0701904296875,
768.2879638671875,
0.9985432624816895
],
[
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0.998895525932312
],
[
241.59446716308594,
54.851593017578125,
620.8653564453125... | [[[[1234,143],[1228,144],[1222,145],[1219,146],[1213,149],[1194,159],[1186,161],[1184,162],[1182,163],[1178,166],[1177,167],[1173,172],[1172,175],[1170,178],[1163,185],[1161,188],[1158,194],[1157,197],[1156,205],[1154,212],[1153,215],[1152,218],[1151,220],[1150,222],[1148,225],[1145,228],[1141,236],[1138,247],[1136,252... | 3 | false | false | [
{
"movie": "3015_CHARLIE_ST_CLOUD",
"objects": [
"person",
"person",
"person",
"car"
],
"interesting_scores": [
0
],
"answer_likelihood": "possible",
"img_fn": "lsmdc_3015_CHARLIE_ST_CLOUD/3015_CHARLIE_ST_CLOUD_00.23.57.935-00.24.00.783@0.jpg",
"metadata... | |
lsmdc_3038_ITS_COMPLICATED/3038_ITS_COMPLICATED_00.08.14.616-00.08.17.313@0.jpg | lsmdc_3038_ITS_COMPLICATED/3038_ITS_COMPLICATED_00.08.14.616-00.08.17.313@0.json | 3038_ITS_COMPLICATED | [
"person",
"person",
"bottle"
] | 1,920 | 1,040 | 1,920 | 1,040 | [
[
647.4312744140625,
54.691162109375,
1516.2432861328125,
1020.385009765625,
0.9997541308403015
],
[
8.9232177734375,
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1020.7347412109375,
0.9966092109680176
],
[
1394.3798828125,
312.99139404296875,
1442.968505859375,
... | [[[[1061,56],[1051,57],[1041,58],[1035,59],[1032,60],[1020,66],[1016,69],[1010,75],[1006,78],[998,83],[994,86],[988,91],[976,103],[971,109],[968,113],[965,118],[961,126],[959,131],[956,140],[956,143],[952,155],[946,167],[941,173],[940,175],[939,177],[935,189],[934,193],[933,197],[931,206],[930,218],[929,241],[929,247],... | 3 | false | false | [
{
"movie": "3038_ITS_COMPLICATED",
"objects": [
"person",
"person",
"bottle"
],
"interesting_scores": [
0
],
"answer_likelihood": "likely",
"img_fn": "lsmdc_3038_ITS_COMPLICATED/3038_ITS_COMPLICATED_00.08.14.616-00.08.17.313@0.jpg",
"metadata_fn": "lsmdc_3038_... | |
lsmdc_1051_Harry_Potter_and_the_goblet_of_fire/1051_Harry_Potter_and_the_goblet_of_fire_02.10.26.133-02.10.30.224@0.jpg | lsmdc_1051_Harry_Potter_and_the_goblet_of_fire/1051_Harry_Potter_and_the_goblet_of_fire_02.10.26.133-02.10.30.224@0.json | 1051_Harry_Potter_and_the_goblet_of_fire | [
"person",
"person",
"person",
"person",
"person",
"person",
"person",
"person",
"person"
] | 1,920 | 799 | 1,920 | 799 | [
[
1825.5323486328125,
67.18325805664062,
1918.7142333984375,
636.3277587890625,
0.9773522019386292
],
[
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0,
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788.5059204101562,
0.9776655435562134
],
[
1381.777099609375,
49.4124755859375,
1577.26611328125,
636.36395... | [[[[1890,68],[1887,69],[1884,70],[1881,72],[1877,75],[1875,79],[1872,84],[1869,90],[1867,95],[1866,99],[1865,104],[1864,109],[1863,115],[1863,132],[1862,139],[1861,142],[1856,156],[1855,158],[1854,160],[1851,164],[1850,165],[1849,165],[1847,167],[1845,167],[1839,173],[1837,176],[1836,180],[1835,188],[1834,196],[1833,21... | 3 | false | false | [
{
"movie": "1051_Harry_Potter_and_the_goblet_of_fire",
"objects": [
"person",
"person",
"person",
"person",
"person",
"person",
"person",
"person",
"person"
],
"interesting_scores": [
0
],
"answer_likelihood": "possible",
"img_f... | |
lsmdc_1051_Harry_Potter_and_the_goblet_of_fire/1051_Harry_Potter_and_the_goblet_of_fire_02.21.22.023-02.21.30.292@2.jpg | lsmdc_1051_Harry_Potter_and_the_goblet_of_fire/1051_Harry_Potter_and_the_goblet_of_fire_02.21.22.023-02.21.30.292@2.json | 1051_Harry_Potter_and_the_goblet_of_fire | [
"person",
"person",
"person",
"person",
"person",
"person",
"person",
"person",
"person",
"person",
"person",
"person",
"person",
"person",
"person",
"tie",
"tie"
] | 1,920 | 799 | 1,920 | 799 | [
[
890.9181518554688,
125.02462768554688,
1369.5579833984375,
798,
0.9928395748138428
],
[
477.6304016113281,
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981.318359375,
795.9140625,
0.9958654642105103
],
[
1479.5250244140625,
11.356842041015625,
1918.1602783203125,
798,
0.9... | [[[[1070,151],[1067,152],[1064,153],[1054,158],[1051,159],[1044,161],[1036,162],[1022,167],[1018,168],[1011,168],[1003,169],[1000,170],[995,174],[988,181],[985,185],[983,189],[979,197],[977,202],[976,205],[975,208],[973,215],[972,222],[968,232],[966,239],[964,248],[964,253],[963,254],[963,258],[964,262],[965,266],[966,... | 3 | false | false | [
{
"movie": "1051_Harry_Potter_and_the_goblet_of_fire",
"objects": [
"person",
"person",
"person",
"person",
"person",
"person",
"person",
"person",
"person",
"person",
"person",
"person",
"person",
"person",
"person",
... | |
lsmdc_1051_Harry_Potter_and_the_goblet_of_fire/1051_Harry_Potter_and_the_goblet_of_fire_02.14.47.022-02.14.53.458@1.jpg | lsmdc_1051_Harry_Potter_and_the_goblet_of_fire/1051_Harry_Potter_and_the_goblet_of_fire_02.14.47.022-02.14.53.458@1.json | 1051_Harry_Potter_and_the_goblet_of_fire | [
"person",
"person",
"bed"
] | 1,920 | 799 | 1,920 | 799 | [
[
738.7147216796875,
1.6865234375,
1612.6082763671875,
768.2457885742188,
0.9918081164360046
],
[
12.4404296875,
0,
859.7769775390625,
776.20166015625,
0.9438839554786682
],
[
1524.83935546875,
563.5269775390625,
1912.0400390625,
779.5928955078125,
... | [[[[929,3],[869,4],[853,5],[844,6],[838,7],[833,8],[828,9],[824,10],[820,11],[817,12],[814,13],[812,14],[810,15],[809,16],[809,17],[807,19],[804,25],[801,32],[799,37],[798,40],[797,43],[798,53],[801,83],[802,92],[803,101],[806,122],[807,128],[808,133],[810,142],[811,146],[812,150],[813,153],[814,155],[817,159],[818,161... | 3 | false | false | [
{
"movie": "1051_Harry_Potter_and_the_goblet_of_fire",
"objects": [
"person",
"person",
"bed"
],
"interesting_scores": [
0
],
"answer_likelihood": "likely",
"img_fn": "lsmdc_1051_Harry_Potter_and_the_goblet_of_fire/1051_Harry_Potter_and_the_goblet_of_fire_02.14.47... | |
lsmdc_3057_ROBIN_HOOD/3057_ROBIN_HOOD_01.20.03.466-01.20.05.593@0.jpg | lsmdc_3057_ROBIN_HOOD/3057_ROBIN_HOOD_01.20.03.466-01.20.05.593@0.json | 3057_ROBIN_HOOD | [
"person",
"person",
"horse",
"horse",
"horse",
"horse",
"bowl"
] | 1,920 | 804 | 1,920 | 804 | [[831.77294921875,197.4019775390625,996.75,407.9569091796875,0.9601019024848938],[836.9012451171875,(...TRUNCATED) | "[[[[892,287],[890,290],[890,293],[891,296],[893,298],[895,297],[897,296],[899,294],[900,292],[899,2(...TRUNCATED) | 3 | false | false | [{"movie":"3057_ROBIN_HOOD","objects":["person","person","horse","horse","horse","horse","bowl"],"in(...TRUNCATED) | |
lsmdc_3050_MR_POPPERS_PENGUINS/3050_MR_POPPERS_PENGUINS_01.11.14.821-01.11.20.823@2.jpg | lsmdc_3050_MR_POPPERS_PENGUINS/3050_MR_POPPERS_PENGUINS_01.11.14.821-01.11.20.823@2.json | 3050_MR_POPPERS_PENGUINS | [
"person",
"person",
"person",
"person",
"person",
"tie",
"clock"
] | 1,920 | 1,044 | 1,920 | 1,044 | [[0.0,220.169189453125,50.78368377685547,397.80242919921875,0.9610340595245361],[1062.0023193359375,(...TRUNCATED) | "[[[[18,222],[14,223],[11,224],[8,225],[6,226],[3,229],[2,231],[1,234],[1,257],[3,270],[3,284],[1,29(...TRUNCATED) | 3 | false | false | [{"movie":"3050_MR_POPPERS_PENGUINS","objects":["person","person","person","person","person","tie","(...TRUNCATED) | |
lsmdc_0009_Forrest_Gump/0009_Forrest_Gump_01.42.17.758-01.42.22.684@1.jpg | lsmdc_0009_Forrest_Gump/0009_Forrest_Gump_01.42.17.758-01.42.22.684@1.json | 0009_Forrest_Gump | ["person","person","person","person","person","person","person","person","person","person","person",(...TRUNCATED) | 1,920 | 824 | 1,920 | 824 | [[1815.5565185546875,413.207275390625,1915.9158935546875,816.766845703125,0.9815630912780762],[1503.(...TRUNCATED) | "[[[[1910,427],[1907,429],[1905,431],[1903,435],[1898,440],[1897,440],[1892,445],[1891,448],[1890,45(...TRUNCATED) | 6 | false | false | [{"movie":"0009_Forrest_Gump","objects":["person","person","person","person","person","person","pers(...TRUNCATED) | |
lsmdc_3038_ITS_COMPLICATED/3038_ITS_COMPLICATED_00.24.04.696-00.24.09.983@1.jpg | lsmdc_3038_ITS_COMPLICATED/3038_ITS_COMPLICATED_00.24.04.696-00.24.09.983@1.json | 3038_ITS_COMPLICATED | [
"person",
"person",
"person",
"person",
"person",
"person",
"person",
"person",
"person",
"tie",
"tie"
] | 1,920 | 1,040 | 1,920 | 1,040 | [[1520.6427001953125,165.31021118164062,1917.5523681640625,1027.1553955078125,0.9650120139122009],[4(...TRUNCATED) | "[[[[1862,167],[1853,168],[1844,169],[1839,170],[1835,172],[1829,175],[1826,178],[1822,180],[1814,18(...TRUNCATED) | 3 | false | false | [{"movie":"3038_ITS_COMPLICATED","objects":["person","person","person","person","person","person","p(...TRUNCATED) | |
lsmdc_3038_ITS_COMPLICATED/3038_ITS_COMPLICATED_01.49.34.202-01.49.39.863@2.jpg | lsmdc_3038_ITS_COMPLICATED/3038_ITS_COMPLICATED_01.49.34.202-01.49.39.863@2.json | 3038_ITS_COMPLICATED | [
"person",
"person",
"person",
"bench"
] | 1,920 | 1,040 | 1,920 | 1,040 | [[207.884033203125,434.9228210449219,1906.09326171875,1028.9854736328125,0.7534381151199341],[1061.0(...TRUNCATED) | "[[[[495,434],[298,435],[281,436],[267,437],[255,438],[244,439],[237,440],[233,441],[230,442],[227,4(...TRUNCATED) | 3 | false | false | [{"movie":"3038_ITS_COMPLICATED","objects":["person","person","person","bench"],"interesting_scores"(...TRUNCATED) |
End of preview. Expand in Data Studio
VCR v1.0
VCR is the Visual Commonsense Reasoning dataset from "From Recognition to Cognition: Visual Commonsense Reasoning" (CVPR 2019).
This Hugging Face version has two loadable configs:
image_examples: the default viewer-friendly config, one row per unique image, with grouped annotations.questions: one row per original VCR question/answer/rationale example.
The original annotation JSONL files are also included under original_annotations/ for legacy compatibility.
License and terms
Use of VCR is governed by the original VCR/AI2 dataset license and website terms:
Citation
@inproceedings{zellers2019vcr,
author = {Zellers, Rowan and Bisk, Yonatan and Farhadi, Ali and Choi, Yejin},
title = {From Recognition to Cognition: Visual Commonsense Reasoning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}
Content warning
VCR is annotated from movie images and may contain nudity, violence, offensive content, and biased or problematic depictions.
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