Action Anticipation on EPIC-KITCHENS-55 (Unseen test set (S2)
Metric: Top 1 Accuracy - Noun (higher is better)
Metric: Top 1 Accuracy - Noun (higher is better)
| # | Model↕ | Top 1 Accuracy - Noun▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Abstract Goal | 22.36 | No | Predicting the Next Action by Modeling the Abstr... | 2022-09-12 | - |
| 2 | AVT+ | 15.64 | No | Anticipative Video Transformer | 2021-06-03 | Code |
| 3 | ImagineRNN | 15.5 | No | Learning to Anticipate Egocentric Actions by Ima... | 2021-01-13 | - |
| 4 | RULSTM [24, 23] | 15.19 | No | What Would You Expect? Anticipating Egocentric A... | 2019-05-22 | Code |
| 5 | ATSN | 10.41 | No | Scaling Egocentric Vision: The EPIC-KITCHENS Dat... | 2018-04-08 | Code |
| 6 | 2SCNN | 9.97 | No | Scaling Egocentric Vision: The EPIC-KITCHENS Dat... | 2018-04-08 | Code |
| 7 | ED | 7.81 | No | RED: Reinforced Encoder-Decoder Networks for Act... | 2017-07-16 | Code |