Action Anticipation on EGTEA Gaze+ (average across 3 splits)
71.9Top-5 Action Accuracy (1.0s)S-GEAR
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| S-GEARModalities=RGB2024.07 | 71.9 | — | — | — | — | — | — | — | |
| HROModalities=RGB+Flow+Obj2024.07 | 71.5 | — | — | — | — | — | — | — | |
| SRLModalities=RGB+Flow2024.07 | 70.7 | — | — | — | — | — | — | — | |
| DCRModalities=RGB+Flow2024.07 | 67.9 | — | — | — | — | — | — | — | |
| RU-LSTMModalities=RGB+Flow2024.07 | 66.4 | — | — | — | — | — | — | — | |
| AFFT-TSNAnticipation time (tau_a)=0.5s, Backbone Training Protocol=Frozen2022.10 | — | — | — | — | — | — | — | 72.47 | |
| ImagineRNNAnticipation time (tau_a)=0.5s2022.10 | — | — | — | — | — | — | — | 72.32 | |
| RULSTMAnticipation time (tau_a)=0.5s2022.10 | — | — | — | — | — | — | — | 71.84 |