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ResearchFormerly WizWand

Action Anticipation on DARai Fine-grained

0.3257MoC AccuracyR3D
0.0242040.1024770.180750.259023Nov 9, 2025
Updated 8mo ago

Evaluation results

MethodLinks
R3DInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.110.3257
R3DInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.110.2843
R3DInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.110.2697
GTANInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.110.263
R3DInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.110.2592
GTANInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.110.2566
GTANInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.110.2543
R3DInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.110.2481
R3DInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.110.2462
GTANInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.110.2406
R3DInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.110.2402
R3DInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.110.2293
R3DInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.110.2278
GTANInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.110.226
GTANInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.110.224
GTANInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.110.2205
R3DInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.110.2012
GTANInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.110.1888
R3DInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.110.1868
FUTRInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.110.1859
R3DInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.110.1849
R3DInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.110.1802
AFFTInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.110.1726
FUTRInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.110.1709
AFFTInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.110.1701
R3DInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.110.1668
R3DInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.110.1611
FUTRInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.110.1583
AFFTInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.110.1518
AFFTInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.110.1413
AFFTInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.110.1349
AFFTInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.110.1338
R3DInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.110.1328
FUTRInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.110.1326
FUTRInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.110.1234
AFFTInput modality=Multi, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.110.1091
FUTRInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.110.1081
FUTRInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.110.1039
AFFTInput modality=Multi, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.110.0953
RNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.110.0907
FUTRInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.110.0818
CNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.110.077
RNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.12025.110.0745
RNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.110.0735
CNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.12025.110.0669
RNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.110.064
CNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.110.0628
RNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.22025.110.0569
CNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.22025.110.0548
CNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.110.0538
CNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.32025.110.051
RNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.110.0504
RNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.32025.110.0466
CNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.110.0398
CNNInput modality=Uni, Observation rate (alpha)=0.3, Prediction rate (beta)=0.52025.110.0386
RNNInput modality=Uni, Observation rate (alpha)=0.2, Prediction rate (beta)=0.52025.110.0358