| Paper | Code | Actions Top-1 (S1) | Actions Top-1 (S2) | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| Self-supervising Action Recognition by Statistical Moment and Subspace Descriptors | 35.8 | 27.3 | DEEP-HAL with ODF+SDF (AssembleNet++) | 2020-01-14 | |
| EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition | ✓ Link | 34.8 | 19.06 | TBN | 2019-08-22 |
| What Would You Expect? Anticipating Egocentric Actions with Rolling-Unrolling LSTMs and Modality Attention | ✓ Link | 33.06 | 19.49 | RULSTM | 2019-05-22 |
| Long-Term Feature Banks for Detailed Video Understanding | ✓ Link | 32.70 | 21.2 | LFB Max | 2018-12-12 |
| Large-scale weakly-supervised pre-training for video action recognition | ✓ Link | 25.6 | R(2+1)D-152-SE (ig) | 2019-05-02 | |
| Large-scale weakly-supervised pre-training for video action recognition | ✓ Link | 16.8 | R(2+1)D-34 (kinetics) | 2019-05-02 | |
| LSTA: Long Short-Term Attention for Egocentric Action Recognition | ✓ Link | 16.63 | LSTA | 2018-11-26 |