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ResearchFormerly WizWand

Action Anticipation on DARai Coarse

46.29MoC AccuracyR3D
11.65820.64929.6438.631Nov 9, 2025
Updated 8mo ago

Evaluation results

MethodLinks
R3DInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.1146.29
R3DInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.1144.01
R3DInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.1143.41
GTANInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.1142.47
GTANInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.1142.45
GTANInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.1142.27
R3DInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.1142.05
m&m-AntInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.1142
FUTRInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.1140.71
R3DInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.1140.25
R3DInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.1137.58
R3DInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.1137.1
m&m-AntInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.1134.71
m&m-AntInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.1134.49
R3DInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.1134.44
GTANInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.1134.37
AFFTInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.1133.82
FUTRInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.1133.57
R3DInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.1133.44
FUTRInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.1133.43
R3DInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.1132.14
R3DInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.1131.52
m&m-AntInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.1131.34
FUTRInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.1130.79
RNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.1130.75
R3DInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.1130.56
R3DInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.1130.52
R3DInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.1129.59
AFFTInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.1129.25
GTANInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.1129.13
R3DInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.1128.48
AFFTInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.1128.33
GTANInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.1127.7
GTANInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.1127.35
R3DInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.1126.66
GTANInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.1126.11
RNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.1125.99
m&m-AntInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.1125.75
m&m-AntInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.1125.7
AFFTInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.1125.45
RNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.1125.34
FUTRInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.1125.11
FUTRInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.1125.05
AFFTInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.1124.78
FUTRInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.1124.48
m&m-AntInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.1124.24
AFFTInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.1123.62
FUTRInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.1123.18
RNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.1123.17
AFFTInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.1123.14
m&m-AntInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.1123.12
RNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.1122.59
RNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.1122.4
AFFTInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.1121.02
RNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.1120.71
CNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.1119.85
CNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.1118.69
RNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.1118.38
CNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.1117.48
CNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.1116.68
CNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.1113.9
CNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.1113.7
CNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.1113.28
CNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.1112.99