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Action Anticipation 벤치마크

Action Anticipation on EGTEA

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Top-1 Accuracy

49.8 54.45 59.1 63.75 68.4 2022-09 2026-09 Abstract Goal — 49.8 (2022-09-12) Abstract Goal — 49.8 (2022-09-12) Abstract Goal — 49.8 (2022-09-12) Abstract Goal — 49.8 (2022-09-12) Abstract Goal — 49.8 (2022-09-12) InAViT — 67.8 (2022-11-25) InAViT — 67.8 (2022-11-25) InAViT — 67.8 (2022-11-25) InAViT — 67.8 (2022-11-25) InAViT — 67.8 (2022-11-25) UADT — 68.4 (2024-01-01) UADT — 68.4 (2024-01-01) UADT — 68.4 (2024-01-01) UADT — 68.4 (2024-01-01) UADT — 68.4 (2024-01-01) Abstract Goal — 49.8 (2022-09-12) InAViT — 67.8 (2022-11-25) UADT — 68.4 (2024-01-01)
RankModel Top-1 Accuracy PaperCodeYear
1 UADT 68.4 Uncertainty-aware Action Decoupling Transformer for Action Anticipation 2024
2 InAViT 67.8 Interaction Region Visual Transformer for Egocentric Action Anticipation lahaproject/inavit 2022
3 Abstract Goal 49.8 Predicting the Next Action by Modeling the Abstract Goal 2022
4 UADT 68.4 Uncertainty-aware Action Decoupling Transformer for Action Anticipation 2024
5 InAViT 67.8 Interaction Region Visual Transformer for Egocentric Action Anticipation lahaproject/inavit 2022
6 Abstract Goal 49.8 Predicting the Next Action by Modeling the Abstract Goal 2022
7 UADT 68.4 Uncertainty-aware Action Decoupling Transformer for Action Anticipation 2024
8 InAViT 67.8 Interaction Region Visual Transformer for Egocentric Action Anticipation lahaproject/inavit 2022
9 Abstract Goal 49.8 Predicting the Next Action by Modeling the Abstract Goal 2022
10 UADT 68.4 Uncertainty-aware Action Decoupling Transformer for Action Anticipation 2024
11 InAViT 67.8 Interaction Region Visual Transformer for Egocentric Action Anticipation lahaproject/inavit 2022
12 Abstract Goal 49.8 Predicting the Next Action by Modeling the Abstract Goal 2022
13 UADT 68.4 Uncertainty-aware Action Decoupling Transformer for Action Anticipation 2024
14 InAViT 67.8 Interaction Region Visual Transformer for Egocentric Action Anticipation lahaproject/inavit 2022
15 Abstract Goal 49.8 Predicting the Next Action by Modeling the Abstract Goal 2022
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