Activity Recognition on EPIC-KITCHENS-55
Metric: Actions Top-1 (S2) (higher is better)
Metric: Actions Top-1 (S2) (higher is better)
| # | Model↕ | Actions Top-1 (S2)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DEEP-HAL with ODF+SDF (AssembleNet++) | 27.3 | No | Self-supervising Action Recognition by Statistic... | 2020-01-14 | - |
| 2 | R(2+1)D-152-SE (ig) | 25.6 | No | Large-scale weakly-supervised pre-training for v... | 2019-05-02 | Code |
| 3 | LFB Max | 21.2 | No | Long-Term Feature Banks for Detailed Video Under... | 2018-12-12 | Code |
| 4 | RULSTM | 19.49 | No | What Would You Expect? Anticipating Egocentric A... | 2019-05-22 | Code |
| 5 | TBN | 19.06 | No | EPIC-Fusion: Audio-Visual Temporal Binding for E... | 2019-08-22 | Code |
| 6 | R(2+1)D-34 (kinetics) | 16.8 | No | Large-scale weakly-supervised pre-training for v... | 2019-05-02 | Code |
| 7 | LSTA | 16.63 | No | LSTA: Long Short-Term Attention for Egocentric A... | 2018-11-26 | Code |