| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Kinetics (meta-test) | HyRSM | Accuracy86.1 | 46 | 3mo ago | |
| SS Full meta v2 (test) | HyRSM | Accuracy69 | 38 | 3mo ago | |
| HMDB51 5-shot | Otter | Accuracy90.6 | 27 | 2mo ago | |
| UCF101 5-shot | SOAP | Accuracy99.5 | 27 | 2mo ago | |
| Kinetics 5-shot | Otter | Accuracy97.3 | 27 | 2mo ago | |
| SS 5-shot v2 | Otter | Accuracy (SS 5-shot v2)89.9 | 25 | 2mo ago | |
| HMDB51 1-shot | Otter | Accuracy89.9 | 23 | 2mo ago | |
| UCF101 1-shot | Otter | Accuracy97.7 | 23 | 2mo ago | |
| Kinetics 1-shot | Otter | Accuracy91.8 | 23 | 2mo ago | |
| SSv2 1-shot | Otter | Accuracy67.2 | 22 | 2mo ago | |
| Kinetics | HR2G-shot | Accuracy (5-shot)96.4 | 22 | 6d ago | |
| UCF101 5-way 1-shot | DIST | Accuracy98.3 | 21 | 3mo ago | |
| HMDB | DIST | Accuracy82.6 | 21 | 3mo ago | |
| HMDB51 meta (test) | HyRSM | Accuracy76 | 21 | 3mo ago | |
| UCF101 5-way K-shot (test) | HR2G-shot | Accuracy (5-shot)99.3 | 20 | 6d ago | |
| HMDB51 5-way K-shot (test) | HR2G-shot | Accuracy (5-shot)88.6 | 20 | 6d ago | |
| SS full v2 | HR2G-shot | 5-shot Accuracy74.8 | 18 | 6d ago | |
| Epic-kitchens (test) | HyRSM | Accuracy59.8 | 15 | 3mo ago | |
| NTU 120 | uDTW | Accuracy (20 classes)32.2 | 11 | 8d ago | |
| NTU-60 | uDTW | Accuracy (10 classes)56.9 | 11 | 8d ago | |
| UCF101 5-way 3-shot | DIST | Accuracy0.99 | 10 | 3mo ago | |
| HMDB51 5-way 3-shot | DIST | Accuracy87.1 | 10 | 3mo ago | |
| Kinetics-skeleton 3D | uDTW | Accuracy42 | 9 | 8d ago | |
| Kinetics skeleton 2D | uDTW | Accuracy35.5 | 9 | 8d ago | |
| UCF | TAMT | Accuracy (5-way 1-shot)97.5 | 9 | 3mo ago |
