Metric: Recall@5 (higher is better)
| # | Model↕ | Recall@5▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PlausiVL | 27.6 | No | Can't make an Omelette without Breaking some Egg... | 2024-05-30 | - |
| 2 | InAViT | 25.89 | No | Interaction Region Visual Transformer for Egocen... | 2022-11-25 | Code |
| 3 | UADT | 23 | No | - | - | - |
| 4 | S-GEAR | 19.9 | No | Semantically Guided Representation Learning For ... | 2024-07-02 | Code |
| 5 | AFFT | 18.5 | No | Anticipative Feature Fusion Transformer for Mult... | 2022-10-23 | Code |
| 6 | MeMViT-24 | 17.7 | Yes | MeMViT: Memory-Augmented Multiscale Vision Trans... | 2022-01-20 | Code |
| 7 | AVT+ | 15.9 | No | Anticipative Video Transformer | 2021-06-03 | Code |
| 8 | TempAgg | 14.73 | No | Technical Report: Temporal Aggregate Representat... | 2021-06-06 | Code |
| 9 | RU-LSTM | 13.94 | No | Rescaling Egocentric Vision | 2020-06-23 | Code |