Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | TokenLearner | 53.8 | No | TokenLearner: What Can 8 Learned Tokens Do for I... | 2021-06-21 | Code |
| 2 | SlowFast-101 16x8 | 50.9 | No | AViD Dataset: Anonymized Videos from Diverse Cou... | 2020-07-10 | Code |
| 3 | RepFlow ResNet-50 | 50.5 | No | AViD Dataset: Anonymized Videos from Diverse Cou... | 2020-07-10 | Code |
| 4 | SlowFast-50 8x8 | 50.4 | No | AViD Dataset: Anonymized Videos from Diverse Cou... | 2020-07-10 | Code |
| 5 | Two-Stream 3D ResNet-50 | 50.1 | No | AViD Dataset: Anonymized Videos from Diverse Cou... | 2020-07-10 | Code |
| 6 | (2+1)D ResNet-50 | 48.8 | No | AViD Dataset: Anonymized Videos from Diverse Cou... | 2020-07-10 | Code |
| 7 | SlowFast-50 4x4 | 48.5 | No | AViD Dataset: Anonymized Videos from Diverse Cou... | 2020-07-10 | Code |
| 8 | 3D ResNet-50 | 48.2 | No | AViD Dataset: Anonymized Videos from Diverse Cou... | 2020-07-10 | Code |
| 9 | I3D | 46.8 | No | AViD Dataset: Anonymized Videos from Diverse Cou... | 2020-07-10 | Code |
| 10 | 2D ResNet-50 | 36.2 | No | AViD Dataset: Anonymized Videos from Diverse Cou... | 2020-07-10 | Code |