Long-term Action Anticipation on 50 Salads
39.55MoC AccuracyFUTR
Evaluation Results
| Method | Links | |
|---|---|---|
| FUTRinput type=features, observation rate (alpha)=0.2, prediction rate (beta)=0.12022.05 | 39.55 | |
| FUTRinput type=features, observation rate (alpha)=0.3, prediction rate (beta)=0.12022.05 | 35.15 | |
| Time-Cond.input type=label, observation rate (alpha)=0.3, prediction rate (beta)=0.12022.05 | 35.12 | |
| Cycle Cons.input type=features, observation rate (alpha)=0.2, prediction rate (beta)=0.12022.05 | 34.76 | |
| Cycle Cons.input type=features, observation rate (alpha)=0.3, prediction rate (beta)=0.12022.05 | 34.39 | |
| Time-Cond.input type=label, observation rate (alpha)=0.2, prediction rate (beta)=0.12022.05 | 32.51 | |
| RNNinput type=label, observation rate (alpha)=0.3, prediction rate (beta)=0.12022.05 | 30.77 | |
| Temporal Agg.input type=features, observation rate (alpha)=0.3, prediction rate (beta)=0.12022.05 | 30.6 | |
| RNNinput type=label, observation rate (alpha)=0.2, prediction rate (beta)=0.12022.05 | 30.06 | |
| CNNinput type=label, observation rate (alpha)=0.3, prediction rate (beta)=0.12022.05 | 29.14 | |
| UAAA (mode)input type=label, observation rate (alpha)=0.3, prediction rate (beta)=0.12022.05 | 29.1 | |
| Cycle Cons.input type=features, observation rate (alpha)=0.2, prediction rate (beta)=0.22022.05 | 28.41 | |
| Time-Cond.input type=label, observation rate (alpha)=0.2, prediction rate (beta)=0.22022.05 | 27.61 | |
| FUTRinput type=features, observation rate (alpha)=0.2, prediction rate (beta)=0.22022.05 | 27.54 | |
| Time-Cond.input type=label, observation rate (alpha)=0.3, prediction rate (beta)=0.22022.05 | 27.05 | |
| Temporal Agg.input type=features, observation rate (alpha)=0.2, prediction rate (beta)=0.12022.05 | 25.5 | |
| RNNinput type=label, observation rate (alpha)=0.2, prediction rate (beta)=0.22022.05 | 25.43 | |
| UAAA (mode)input type=label, observation rate (alpha)=0.2, prediction rate (beta)=0.12022.05 | 24.86 | |
| FUTRinput type=features, observation rate (alpha)=0.3, prediction rate (beta)=0.22022.05 | 24.86 | |
| FUTRinput type=features, observation rate (alpha)=0.3, prediction rate (beta)=0.32022.05 | 24.22 | |
| Cycle Cons.input type=features, observation rate (alpha)=0.3, prediction rate (beta)=0.22022.05 | 23.7 | |
| FUTRinput type=features, observation rate (alpha)=0.2, prediction rate (beta)=0.32022.05 | 23.31 | |
| Temporal Agg.input type=features, observation rate (alpha)=0.3, prediction rate (beta)=0.22022.05 | 22.5 | |
| UAAA (mode)input type=label, observation rate (alpha)=0.2, prediction rate (beta)=0.22022.05 | 22.37 | |
| Time-Cond.input type=label, observation rate (alpha)=0.3, prediction rate (beta)=0.32022.05 | 22.05 | |
| Cycle Cons.input type=features, observation rate (alpha)=0.2, prediction rate (beta)=0.32022.05 | 21.82 | |
| Time-Cond.input type=label, observation rate (alpha)=0.2, prediction rate (beta)=0.32022.05 | 21.26 | |
| CNNinput type=label, observation rate (alpha)=0.2, prediction rate (beta)=0.12022.05 | 21.24 | |
| UAAA (mode)input type=label, observation rate (alpha)=0.3, prediction rate (beta)=0.22022.05 | 20.5 | |
| CNNinput type=label, observation rate (alpha)=0.3, prediction rate (beta)=0.22022.05 | 20.12 | |
| Temporal Agg.input type=features, observation rate (alpha)=0.2, prediction rate (beta)=0.22022.05 | 19.9 | |
| UAAA (mode)input type=label, observation rate (alpha)=0.2, prediction rate (beta)=0.32022.05 | 19.88 | |
| Temporal Agg.input type=features, observation rate (alpha)=0.3, prediction rate (beta)=0.32022.05 | 19.1 | |
| CNNinput type=label, observation rate (alpha)=0.2, prediction rate (beta)=0.22022.05 | 19.03 | |
| Cycle Cons.input type=features, observation rate (alpha)=0.3, prediction rate (beta)=0.32022.05 | 18.95 | |
| RNNinput type=label, observation rate (alpha)=0.2, prediction rate (beta)=0.32022.05 | 18.74 | |
| Temporal Agg.input type=features, observation rate (alpha)=0.2, prediction rate (beta)=0.32022.05 | 18.2 | |
| FUTRinput type=features, observation rate (alpha)=0.2, prediction rate (beta)=0.52022.05 | 17.77 | |
| CNNinput type=label, observation rate (alpha)=0.3, prediction rate (beta)=0.32022.05 | 17.46 | |
| RNNinput type=label, observation rate (alpha)=0.3, prediction rate (beta)=0.22022.05 | 17.19 | |
| Time-Cond.input type=label, observation rate (alpha)=0.2, prediction rate (beta)=0.52022.05 | 15.99 | |
| CNNinput type=label, observation rate (alpha)=0.2, prediction rate (beta)=0.32022.05 | 15.98 | |
| Cycle Cons.input type=features, observation rate (alpha)=0.3, prediction rate (beta)=0.52022.05 | 15.89 | |
| Time-Cond.input type=label, observation rate (alpha)=0.3, prediction rate (beta)=0.52022.05 | 15.59 | |
| UAAA (mode)input type=label, observation rate (alpha)=0.3, prediction rate (beta)=0.32022.05 | 15.28 | |
| FUTRinput type=features, observation rate (alpha)=0.3, prediction rate (beta)=0.52022.05 | 15.26 | |
| Cycle Cons.input type=features, observation rate (alpha)=0.2, prediction rate (beta)=0.52022.05 | 15.25 | |
| Temporal Agg.input type=features, observation rate (alpha)=0.2, prediction rate (beta)=0.52022.05 | 15.1 | |
| RNNinput type=label, observation rate (alpha)=0.3, prediction rate (beta)=0.32022.05 | 14.79 | |
| RNNinput type=label, observation rate (alpha)=0.2, prediction rate (beta)=0.52022.05 | 13.49 | |
| UAAA (mode)input type=label, observation rate (alpha)=0.2, prediction rate (beta)=0.52022.05 | 12.82 | |
| UAAA (mode)input type=label, observation rate (alpha)=0.3, prediction rate (beta)=0.52022.05 | 12.31 | |
| Temporal Agg.input type=features, observation rate (alpha)=0.3, prediction rate (beta)=0.52022.05 | 11.2 | |
| CNNinput type=label, observation rate (alpha)=0.3, prediction rate (beta)=0.52022.05 | 10.86 | |
| CNNinput type=label, observation rate (alpha)=0.2, prediction rate (beta)=0.52022.05 | 9.87 | |
| RNNinput type=label, observation rate (alpha)=0.3, prediction rate (beta)=0.52022.05 | 9.77 |