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ResearchFormerly WizWand

Action Anticipation on UTKinects

39.54MoC AccuracyGTAN
6.821615.315823.8132.3042Nov 9, 2025
Updated 8mo ago

Evaluation results

MethodLinks
GTANInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.1139.54
R3DInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.1138.96
R3DInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.1137.68
R3DInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.1137.16
R3DInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.1136.03
R3DInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.1135.95
GTANInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.1135.71
R3DInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.1134.8
GTANInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.1134.38
GTANInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.1134.17
R3DInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.1132.51
GTANInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.1132.36
FUTRInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.1129.63
R3DInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.1129.63
GTANInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.1128.27
GTANInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.1127.22
R3DInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.1126.98
CNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.1125
AFFTInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.1125
RNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.1124.42
GTANInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.1121.16
FUTRInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.1120.75
R3DInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.1120.75
FUTRInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.1120.53
R3DInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.1120.53
FUTRInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.1116.9
R3DInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.1116.9
CNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.1116.67
AFFTInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.1116.67
AFFTInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.1116.67
AFFTInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.1116.67
AFFTInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.1116.67
CNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.1116.6
FUTRInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.1116.48
R3DInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.1116.48
FUTRInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.1116.46
R3DInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.1116.46
RNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.1115.92
RNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.1115.37
RNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.1115.22
RNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.1115.19
CNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.1115.1
CNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.1114.79
FUTRInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.1114.31
R3DInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.1114.31
CNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.1114.29
AFFTInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.1114.29
RNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.1113.12
AFFTInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.1112.5
RNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.1111.1
CNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.1111.07
AFFTInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.1110
FUTRInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.119.95
R3DInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.119.95
RNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.119.89
CNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.118.08