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Epic-Kitchen dataset and benchmarks · SOTA2 Research

Research Datasets

Epic-Kitchen

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Action Anticipation

Epic-Kitchen 55 (val)

22.7Top-1 Acc

48

Out-of-Distribution Detection

EPIC-Kitchen

69FPR

7

Action Segmentation

Epic-Kitchen

66.9F1@10

6

Temporal Action Detection

Epic-Kitchen Noun 100

26.8AP @ IoU=0.1

4

Temporal Action Detection

Epic-Kitchen Verb 100

28mAP @ IoU=0.1

4

Hand-Object Interaction Synthesis

EPIC-KITCHEN

86.56Contact Recall

4

3D affordance prediction

EPIC-KITCHEN

42.4User Preference Rate

3

Online Temporal Action Localization

EPIC-Kitchen-100

12.5mAP@tIoU 0.1

2

Popular tasks

Temporal Action Detection Action Anticipation Out-of-Distribution Detection Action Segmentation 3D affordance prediction

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