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ResearchFormerly WizWand

Action Anticipation on DARai

35.02Anticipation AccuracyR3D
4.579212.482120.38528.2879Nov 9, 2025
Updated 8mo ago

Evaluation results

MethodLinks
R3DModality pair=Different-view RGBs, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.1135.02
R3DModality pair=RGB - Depth, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.1132.57
R3DModality pair=RGB - Text, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.1130.24
R3DModality pair=RGB - Depth, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.1128.43
R3DModality pair=RGB - Text, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.1128.25
R3DModality pair=RGB - Text, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.1128.17
R3DModality pair=RGB - Text, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.1127.69
R3DModality pair=Different-view RGBs, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.1127.37
R3DModality pair=Different-view RGBs, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.1127.19
R3DModality pair=Different-view RGBs, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.1126.99
R3DModality pair=RGB - Depth, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.1126.97
R3DModality pair=RGB - Depth, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.1125.92
AFFTModality pair=RGB - Text, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.1125.79
R3DModality pair=RGB - Text, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.1125.69
AFFTModality pair=RGB - Text, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.1125.62
AFFTModality pair=RGB - Text, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.1124.9
R3DModality pair=RGB - Depth, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.1124.81
R3DModality pair=RGB - Depth, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.1124.02
R3DModality pair=Different-view RGBs, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.1123.8
R3DModality pair=RGB - Text, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.1122.93
R3DModality pair=RGB - Text, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.1122.8
R3DModality pair=Different-view RGBs, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.1122.62
AFFTModality pair=RGB - Text, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.1121.93
AFFTModality pair=RGB - Text, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.1121.83
R3DModality pair=Different-view RGBs, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.1121.5
R3DModality pair=Different-view RGBs, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.1120.73
AFFTModality pair=RGB - Text, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.1120.21
AFFTModality pair=RGB - Text, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.1119.62
R3DModality pair=RGB - Depth, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.1118.02
R3DModality pair=RGB - Text, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.1118.01
AFFTModality pair=RGB - Depth, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.1117.26
AFFTModality pair=RGB - Text, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.1117.07
AFFTModality pair=RGB - Depth, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.1117.01
R3DModality pair=RGB - Depth, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.1116.68
AFFTModality pair=RGB - Depth, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.1115.18
AFFTModality pair=RGB - Depth, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.1114.13
AFFTModality pair=RGB - Depth, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.1113.49
AFFTModality pair=RGB - Depth, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.1113.38
R3DModality pair=RGB - IMU, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.1112.08
AFFTModality pair=RGB - IMU, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.1111.89
AFFTModality pair=Different-view RGBs, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.1111.53
AFFTModality pair=RGB - IMU, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.1111.31
AFFTModality pair=RGB - Depth, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.1110.91
AFFTModality pair=Different-view RGBs, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.1110.61
R3DModality pair=RGB - IMU, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.1110.61
AFFTModality pair=RGB - IMU, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.1110.04
R3DModality pair=RGB - IMU, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.119.76
AFFTModality pair=RGB - IMU, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.119.72
AFFTModality pair=RGB - IMU, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.119.64
AFFTModality pair=RGB - Depth, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.119.53
AFFTModality pair=RGB - IMU, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.118.81
AFFTModality pair=Different-view RGBs, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.118.51
AFFTModality pair=Different-view RGBs, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.118.46
R3DModality pair=RGB - IMU, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.118.46
AFFTModality pair=Different-view RGBs, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.118.22
R3DModality pair=RGB - IMU, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.117.87
AFFTModality pair=RGB - IMU, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.117.59
R3DModality pair=RGB - IMU, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.117.54
AFFTModality pair=Different-view RGBs, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.117.47
AFFTModality pair=RGB - IMU, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.117.01
AFFTModality pair=Different-view RGBs, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.116.88
AFFTModality pair=Different-view RGBs, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.115.84
R3DModality pair=RGB - IMU, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.115.8
R3DModality pair=RGB - IMU, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.115.75