Metric: recall@5 (higher is better)
| # | Model↕ | recall@5▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | InAViT | 23.75 | No | Interaction Region Visual Transformer for Egocen... | 2022-11-25 | Code |
| 2 | AVT++ | 16.7 | Yes | Anticipative Video Transformer | 2021-06-03 | Code |
| 3 | AFFT | 14.9 | No | Anticipative Feature Fusion Transformer for Mult... | 2022-10-23 | Code |
| 4 | Abstract Goal | 14.29 | No | Predicting the Next Action by Modeling the Abstr... | 2022-09-12 | - |
| 5 | TempAgg | 12.6 | No | Technical Report: Temporal Aggregate Representat... | 2021-06-06 | Code |
| 6 | AVT+ | 12.6 | No | Anticipative Video Transformer | 2021-06-03 | Code |
| 7 | RULSTM | 11.2 | No | Rolling-Unrolling LSTMs for Action Anticipation ... | 2020-05-04 | Code |
| 8 | TBN | 11 | No | Multi-Modal Temporal Convolutional Network for A... | 2021-07-18 | - |