| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| EPIC-Kitchens-100 (test) | PlausiVL | Overall Action Top-5 Recall27.6 | 70 | 1mo ago | |
| DARai Coarse | R3D | MoC Accuracy46.29 | 64 | 1mo ago | |
| DARai | R3D | Anticipation Accuracy35.02 | 64 | 1mo ago | |
| Breakfast | FUTR | MoC Accuracy32.27 | 64 | 1mo ago | |
| NTURGBD | R3D | MoC Accuracy23.17 | 56 | 1mo ago | |
| UTKinects | GTAN | MoC Accuracy39.54 | 56 | 1mo ago | |
| DARai Fine-grained | R3D | MoC Accuracy0.3257 | 56 | 1mo ago | |
| Epic-Kitchen 55 (val) | S-GEAR | Top-1 Acc22.7 | 48 | 1mo ago | |
| Epic-Kitchens-100 (val) | InAVIT | mCR@5 (Overall Verb)52.54 | 48 | 1mo ago | |
| EPIC-KITCHENS unseen S2 (test) | Abstract Goal | Top-1 Acc (Verb)41.41 | 47 | 1mo ago | |
| EPIC (val) | TABS | Top-5 Action Accuracy40.2 | 28 | 1mo ago | |
| EGTEA Gaze+ (val) | ImagineRNN | Top-5 Action Accuracy74.59 | 27 | 1mo ago | |
| EPIC-KITCHENS seen S1 (test) | Abstract Goal | Top-1 Acc (Verb)51.56 | 27 | 1mo ago | |
| TVSeries (test) | MAT | mcAP82.6 | 22 | 1mo ago | |
| EGTEA Gaze+ | InAVIT | Top-1 Acc (Verb)79.3 | 21 | 1mo ago | |
| EgoExoLearn 1.0 (test) | DCPGN | Top-5 Recall (Noun)48.48 | 18 | 1mo ago | |
| EgoMe-anti 1.0 (test) | DCPGN | Noun Top-5 Recall79.03 | 18 | 1mo ago | |
| EgoMe-anti Ego2Exo | DCPGN | Noun Top-1 Recall33.23 | 18 | 1mo ago | |
| EPIC-Kitchens-100 Unseen | MAT | Verb Recall@532.5 | 15 | 1mo ago | |
| THUMOS 2014 | SSM | mAP (Avg)61.9 | 14 | 1mo ago | |
| THUMOS 14 (test) | GateHUB | mAP54.2 | 14 | 1mo ago | |
| THUMOS 2014 (test) | MAT | mAP58.2 | 11 | 1mo ago | |
| ActivityNet | ED | Top-5 Acc (Ta=1.0s)72.93 | 10 | 1mo ago | |
| EgoExoLearn Exo2Ego | DCPGN | Noun Top-1 Recall17.14 | 9 | 1mo ago | |
| EgoMe-anti Exo2Ego | DCPGN | Noun Top-1 Recall38 | 9 | 1mo ago |
