Action Anticipation on DARai
35.02Anticipation AccuracyR3D
Evaluation Results
| Method | Links | |
|---|---|---|
| R3DModality pair=Different-view RGBs, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.11 | 35.02 | |
| R3DModality pair=RGB - Depth, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.11 | 32.57 | |
| R3DModality pair=RGB - Text, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.11 | 30.24 | |
| R3DModality pair=RGB - Depth, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.11 | 28.43 | |
| R3DModality pair=RGB - Text, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.11 | 28.25 | |
| R3DModality pair=RGB - Text, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.11 | 28.17 | |
| R3DModality pair=RGB - Text, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.11 | 27.69 | |
| R3DModality pair=Different-view RGBs, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.11 | 27.37 | |
| R3DModality pair=Different-view RGBs, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.11 | 27.19 | |
| R3DModality pair=Different-view RGBs, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.11 | 26.99 | |
| R3DModality pair=RGB - Depth, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.11 | 26.97 | |
| R3DModality pair=RGB - Depth, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.11 | 25.92 | |
| AFFTModality pair=RGB - Text, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.11 | 25.79 | |
| R3DModality pair=RGB - Text, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.11 | 25.69 | |
| AFFTModality pair=RGB - Text, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.11 | 25.62 | |
| AFFTModality pair=RGB - Text, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.11 | 24.9 | |
| R3DModality pair=RGB - Depth, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.11 | 24.81 | |
| R3DModality pair=RGB - Depth, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.11 | 24.02 | |
| R3DModality pair=Different-view RGBs, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.11 | 23.8 | |
| R3DModality pair=RGB - Text, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.11 | 22.93 | |
| R3DModality pair=RGB - Text, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.11 | 22.8 | |
| R3DModality pair=Different-view RGBs, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.11 | 22.62 | |
| AFFTModality pair=RGB - Text, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.11 | 21.93 | |
| AFFTModality pair=RGB - Text, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.11 | 21.83 | |
| R3DModality pair=Different-view RGBs, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.11 | 21.5 | |
| R3DModality pair=Different-view RGBs, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.11 | 20.73 | |
| AFFTModality pair=RGB - Text, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.11 | 20.21 | |
| AFFTModality pair=RGB - Text, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.11 | 19.62 | |
| R3DModality pair=RGB - Depth, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.11 | 18.02 | |
| R3DModality pair=RGB - Text, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.11 | 18.01 | |
| AFFTModality pair=RGB - Depth, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.11 | 17.26 | |
| AFFTModality pair=RGB - Text, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.11 | 17.07 | |
| AFFTModality pair=RGB - Depth, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.11 | 17.01 | |
| R3DModality pair=RGB - Depth, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.11 | 16.68 | |
| AFFTModality pair=RGB - Depth, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.11 | 15.18 | |
| AFFTModality pair=RGB - Depth, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.11 | 14.13 | |
| AFFTModality pair=RGB - Depth, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.11 | 13.49 | |
| AFFTModality pair=RGB - Depth, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.11 | 13.38 | |
| R3DModality pair=RGB - IMU, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.11 | 12.08 | |
| AFFTModality pair=RGB - IMU, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.11 | 11.89 | |
| AFFTModality pair=Different-view RGBs, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.11 | 11.53 | |
| AFFTModality pair=RGB - IMU, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.11 | 11.31 | |
| AFFTModality pair=RGB - Depth, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.11 | 10.91 | |
| AFFTModality pair=Different-view RGBs, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.11 | 10.61 | |
| R3DModality pair=RGB - IMU, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.11 | 10.61 | |
| AFFTModality pair=RGB - IMU, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.11 | 10.04 | |
| R3DModality pair=RGB - IMU, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.11 | 9.76 | |
| AFFTModality pair=RGB - IMU, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.11 | 9.72 | |
| AFFTModality pair=RGB - IMU, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.11 | 9.64 | |
| AFFTModality pair=RGB - Depth, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.11 | 9.53 | |
| AFFTModality pair=RGB - IMU, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.11 | 8.81 | |
| AFFTModality pair=Different-view RGBs, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.11 | 8.51 | |
| AFFTModality pair=Different-view RGBs, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.11 | 8.46 | |
| R3DModality pair=RGB - IMU, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.11 | 8.46 | |
| AFFTModality pair=Different-view RGBs, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.11 | 8.22 | |
| R3DModality pair=RGB - IMU, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.11 | 7.87 | |
| AFFTModality pair=RGB - IMU, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.11 | 7.59 | |
| R3DModality pair=RGB - IMU, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.11 | 7.54 | |
| AFFTModality pair=Different-view RGBs, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.11 | 7.47 | |
| AFFTModality pair=RGB - IMU, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.11 | 7.01 | |
| AFFTModality pair=Different-view RGBs, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.11 | 6.88 | |
| AFFTModality pair=Different-view RGBs, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.11 | 5.84 | |
| R3DModality pair=RGB - IMU, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.11 | 5.8 | |
| R3DModality pair=RGB - IMU, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.11 | 5.75 |