| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| DARai Coarse | R3D | MoC Accuracy46.29 | 64 | 3d ago | |
| DARai | R3D | Anticipation Accuracy35.02 | 64 | 3d ago | |
| Breakfast | FUTR | MoC Accuracy32.27 | 64 | 3d ago | |
| EPIC-Kitchens-100 (test) | PlausiVL | Overall Action Top-5 Recall27.6 | 59 | 3d ago | |
| NTURGBD | R3D | MoC Accuracy23.17 | 56 | 3d ago | |
| UTKinects | GTAN | MoC Accuracy39.54 | 56 | 3d ago | |
| DARai Fine-grained | R3D | MoC Accuracy0.3257 | 56 | 3d ago | |
| EPIC-KITCHENS unseen S2 (test) | Abstract Goal | Top-1 Acc (Verb)41.41 | 47 | 3d ago | |
| Epic-Kitchen 55 (val) | S-GEAR | Top-1 Acc22.7 | 33 | 3d ago | |
| Epic-Kitchens-100 (val) | InAVIT | mCR@5 (Overall Verb)52.54 | 33 | 3d ago | |
| EPIC (val) | TABS | Top-5 Action Accuracy40.2 | 28 | 3d ago | |
| EGTEA Gaze+ (val) | ImagineRNN | Top-5 Action Accuracy74.59 | 27 | 3d ago | |
| EPIC-KITCHENS seen S1 (test) | Abstract Goal | Top-1 Acc (Verb)51.56 | 27 | 3d ago | |
| TVSeries (test) | MAT | mcAP82.6 | 22 | 3d ago | |
| EGTEA Gaze+ | InAVIT | Top-1 Acc (Verb)79.3 | 21 | 3d ago | |
| EPIC-Kitchens-100 Unseen | MAT | Verb Recall@532.5 | 15 | 3d ago | |
| THUMOS 2014 | SSM | mAP (Avg)61.9 | 14 | 3d ago | |
| THUMOS 14 (test) | GateHUB | mAP54.2 | 14 | 3d ago | |
| THUMOS 2014 (test) | MAT | mAP58.2 | 11 | 3d ago | |
| ActivityNet | ED | Top-5 Acc (Ta=1.0s)72.93 | 10 | 2d ago | |
| EPIC-Kitchens-100 Tail | MAT | Verb Recall@528.7 | 9 | 3d ago | |
| EGTEA Gaze+ (Split 1) | AVT | Top-1 Acc (Verb)54.9 | 9 | 3d ago | |
| TVSeries | SSM | mcAP (Avg)85.1 | 8 | 3d ago | |
| EpicKitchens-100 | MA-LMM | Top-5 Acc (Verb)74.5 | 8 | 3d ago | |
| Assembly101 (val) | Action Anticipation with Goal Consistency (2 goals) | Recall@5 (Action, Overall)12.07 | 8 | 3d ago |
