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ResearchFormerly WizWand

Action Anticipation on NTURGBD

23.17MoC AccuracyR3D
8.017211.951115.88519.8189Nov 9, 2025
Updated 8mo ago

Evaluation results

MethodLinks
R3DInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.1123.17
R3DInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.1121.98
GTANInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.1121.95
GTANInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.1121.72
GTANInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.1121.63
AFFTInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.1121.27
R3DInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.1121.27
GTANInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.1120.93
AFFTInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.1120.79
AFFTInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.1120.76
AFFTInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.1120.74
AFFTInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.1120.72
AFFTInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.1120.72
AFFTInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.1120.66
AFFTInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.1120.55
R3DInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.1120.51
R3DInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.1120.18
FUTRInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.1120.13
FUTRInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.1120.11
FUTRInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.1120.07
FUTRInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.1120.04
R3DInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.1119.89
R3DInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.1119.72
GTANInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.1118.93
R3DInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.1118.9
GTANInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.1118.7
FUTRInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.1118.61
FUTRInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.1118.61
FUTRInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.1118.59
FUTRInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.1118.56
GTANInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.1118.55
GTANInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.1118.51
CNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.1116.74
CNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.1115.52
CNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.1115.49
CNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.1115.12
CNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.1115.11
CNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.1115.09
CNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.1114.91
CNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.1114.33
RNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.1111.69
RNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.1110.98
R3DInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.1110.97
R3DInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.1110.96
RNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.1110.94
R3DInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.1110.92
R3DInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.1110.91
RNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.1110.53
RNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.1110.49
R3DInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.1110.24
R3DInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.1110.18
R3DInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.1110.15
R3DInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.1110.14
RNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.1110.11
RNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.119.55
RNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.118.6