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Something-Something

Benchmarks

Task NameDataset NameSOTA ResultTrend
Action RecognitionSomething-Something v2 (val)
Top-1 Accuracy79.8
535
Action RecognitionSomething-Something V2
Top-1 Accuracy77.5
341
Action RecognitionSomething-Something v2 (test)
Top-1 Acc77
333
Action RecognitionSomething-Something v1 (val)
Top-1 Acc67.3
257
Action RecognitionSomething-Something v1 (test)
Top-1 Accuracy65.6
189
Action RecognitionSomething-Something v2 (test val)
Top-1 Accuracy74.7
187
Video ClassificationSomething-Something V2 (test)
Top-1 Acc0.773
169
Action RecognitionSomething-Something V1
Top-1 Acc70
162
Video Action ClassificationSomething-Something v2
Top-1 Acc86.1
139
Video ClassificationSomething-something v1 (test)
Top-1 Accuracy63.7
115
Video ClassificationSomething-something v1 (val)
Top-1 Acc54.7
75
Video ClassificationSomething-Something v2 (val)
Top-1 Acc73.3
69
Video ClassificationSomething-Something v2
Top-1 Acc74.4
56
Action RecognitionSomething-Something V1 (test val)
Top-1 Acc57.2
48
Video RecognitionSomething-Something V1
Accuracy52.5
27
Few-shot Video ClassificationSomething-Something V2 (Small)
Accuracy59.1
24
Visual World ModellingSomething-Something
GPT-4o Score7.37
18
Action RecognitionSomething-Something (val)
Top-1 Accuracy51.6
18
Video-to-Text RetrievalSomething-Something CiA-Retrieval v2
R@1 (Chiral)84
16
Text-to-Video RetrievalSomething-Something CiA-Retrieval v2
mAP (Chiral)85.1
16
Few-shot video recognitionSomething-Something V2
Top-1 Acc (K=2)9.1
13
Video RecognitionSomething-Something V2
Base Score22.2
13
Video ClassificationSomething-Something V1
Top-1 Acc61.3
13
Action RecognitionSomething-Something V2
Base Score16.6
13
Action ClassificationSomething-Something V2 (val)
Top-1 Acc (multi-view fusion)77
11
Showing 25 of 43 rows