Action Anticipation on NTURGBD
23.17MoC AccuracyR3D
Evaluation Results
| Method | Links | |
|---|---|---|
| R3DInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.11 | 23.17 | |
| R3DInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.11 | 21.98 | |
| GTANInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.11 | 21.95 | |
| GTANInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.11 | 21.72 | |
| GTANInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.11 | 21.63 | |
| AFFTInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.11 | 21.27 | |
| R3DInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.11 | 21.27 | |
| GTANInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.11 | 20.93 | |
| AFFTInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.11 | 20.79 | |
| AFFTInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.11 | 20.76 | |
| AFFTInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.11 | 20.74 | |
| AFFTInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.11 | 20.72 | |
| AFFTInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.11 | 20.72 | |
| AFFTInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.11 | 20.66 | |
| AFFTInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.11 | 20.55 | |
| R3DInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.11 | 20.51 | |
| R3DInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.11 | 20.18 | |
| FUTRInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.11 | 20.13 | |
| FUTRInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.11 | 20.11 | |
| FUTRInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.11 | 20.07 | |
| FUTRInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.11 | 20.04 | |
| R3DInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.11 | 19.89 | |
| R3DInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.11 | 19.72 | |
| GTANInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.11 | 18.93 | |
| R3DInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.11 | 18.9 | |
| GTANInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.11 | 18.7 | |
| FUTRInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.11 | 18.61 | |
| FUTRInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.11 | 18.61 | |
| FUTRInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.11 | 18.59 | |
| FUTRInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.11 | 18.56 | |
| GTANInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.11 | 18.55 | |
| GTANInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.11 | 18.51 | |
| CNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.11 | 16.74 | |
| CNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.11 | 15.52 | |
| CNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.11 | 15.49 | |
| CNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.11 | 15.12 | |
| CNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.11 | 15.11 | |
| CNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.11 | 15.09 | |
| CNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.11 | 14.91 | |
| CNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.11 | 14.33 | |
| RNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.11 | 11.69 | |
| RNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.11 | 10.98 | |
| R3DInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.11 | 10.97 | |
| R3DInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.11 | 10.96 | |
| RNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.11 | 10.94 | |
| R3DInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.11 | 10.92 | |
| R3DInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.11 | 10.91 | |
| RNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.11 | 10.53 | |
| RNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.11 | 10.49 | |
| R3DInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.11 | 10.24 | |
| R3DInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.11 | 10.18 | |
| R3DInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.11 | 10.15 | |
| R3DInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.11 | 10.14 | |
| RNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.11 | 10.11 | |
| RNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.11 | 9.55 | |
| RNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.11 | 8.6 |