Epic-Kitchen
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Action Anticipation | Epic-Kitchen 55 (val) | Top-1 Acc22.7 | 48 | |
| Out-of-Distribution Detection | EPIC-Kitchen | FPR69 | 7 | |
| Action Segmentation | Epic-Kitchen | F1@1066.9 | 6 | |
| Temporal Action Detection | Epic-Kitchen Noun 100 | AP @ IoU=0.126.8 | 4 | |
| Temporal Action Detection | Epic-Kitchen Verb 100 | mAP @ IoU=0.128 | 4 | |
| Hand-Object Interaction Synthesis | EPIC-KITCHEN | Contact Recall86.56 | 4 | |
| 3D affordance prediction | EPIC-KITCHEN | User Preference Rate42.4 | 3 | |
| Online Temporal Action Localization | EPIC-Kitchen-100 | mAP@tIoU 0.112.5 | 2 |
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