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ResearchFormerly WizWand

Action Recognition on BABEL 25% OR

51.71AccuracySASI + ProtoGCN
17.223626.176835.1344.0832Apr 30, 2026
Updated 6mo ago

Evaluation results

MethodLinks
SASI + ProtoGCNModality=Skeleton + text, Param.=55.56M, Training Protocol=Separately Trained on each OR (%)2026.0451.71
DeGCNModality=Skeleton, Publication=TIP 2024, Param.=1.53M, Training Protocol=Separately Trained on each OR (%)2026.0451.06
SASI + BlockGCNModality=Skeleton + text, Param.=56.99M, Training Protocol=Separately Trained on each OR (%)2026.0450.14
BlockGCNModality=Skeleton, Publication=CVPR 2024, Param.=1.89M, Training Protocol=Separately Trained on each OR (%)2026.0449.58
SASI + CTR-GCNModality=Skeleton + text, Param.=56.60M, Training Protocol=Separately Trained on each OR (%)2026.0449.4
Shift-GCNModality=Skeleton, Publication=CVPR 2020, Param.=0.81M, Training Protocol=Separately Trained on each OR (%)2026.0448.85
ProtoGCNModality=Skeleton, Publication=CVPR 2025, Param.=4.30M, Training Protocol=Separately Trained on each OR (%)2026.0448.2
MixformerModality=Skeleton, Publication=MM 2023, Param.=3.85M, Training Protocol=Separately Trained on each OR (%)2026.0447.74
ST-GCNModality=Skeleton, Publication=AAAI 2018, Param.=3.17M, Training Protocol=Separately Trained on each OR (%)2026.0446.91
InfoGCN++Modality=Skeleton, Publication=TPAMI 2024, Param.=0.72M, Training Protocol=Separately Trained on each OR (%)2026.0444.51
GAP + CTR-GCNModality=Skeleton + text, Publication=ICCV 2023, Param.=2.18M, Training Protocol=Separately Trained on each OR (%)2026.0443.84
CTR-GCNModality=Skeleton, Publication=ICCV 2021, Param.=1.49M, Training Protocol=Separately Trained on each OR (%)2026.0443.77
2s-AGCNModality=Skeleton, Publication=CVPR 2019, Param.=3.54M, Training Protocol=Separately Trained on each OR (%)2026.0441.37
SkateformerModality=Skeleton, Publication=ECCV 2024, Param.=3.33M, Training Protocol=Separately Trained on each OR (%)2026.0441.18
ST-GCNModality=Skeleton, Publication=AAAI 2018, Param.=3.17M, Training Protocol=Trained on 100% OR (%)2026.0437.21
CTR-GCNModality=Skeleton, Publication=ICCV 2021, Param.=1.49M, Training Protocol=Trained on 100% OR (%)2026.0432.87
DeGCNModality=Skeleton, Publication=TIP 2024, Param.=1.53M, Training Protocol=Trained on 100% OR (%)2026.0432.59
Shift-GCNModality=Skeleton, Publication=CVPR 2020, Param.=0.81M, Training Protocol=Trained on 100% OR (%)2026.0432.41
GAP + CTR-GCNModality=Skeleton + text, Publication=ICCV 2023, Param.=2.18M, Training Protocol=Trained on 100% OR (%)2026.0431.82
SASI + ProtoGCNModality=Skeleton + text, Param.=55.56M, Training Protocol=Trained on 100% OR (%)2026.0431.76
SkateformerModality=Skeleton, Publication=ECCV 2024, Param.=3.33M, Training Protocol=Trained on 100% OR (%)2026.0431.67
InfoGCN++Modality=Skeleton, Publication=TPAMI 2024, Param.=0.72M, Training Protocol=Trained on 100% OR (%)2026.0430.56
SASI + BlockGCNModality=Skeleton + text, Param.=56.99M, Training Protocol=Trained on 100% OR (%)2026.0430.38
SASI + CTR-GCNModality=Skeleton + text, Param.=56.60M, Training Protocol=Trained on 100% OR (%)2026.0429.36
BlockGCNModality=Skeleton, Publication=CVPR 2024, Param.=1.89M, Training Protocol=Trained on 100% OR (%)2026.0429.09
ProtoGCNModality=Skeleton, Publication=CVPR 2025, Param.=4.30M, Training Protocol=Trained on 100% OR (%)2026.0428.62
MixformerModality=Skeleton, Publication=MM 2023, Param.=3.85M, Training Protocol=Trained on 100% OR (%)2026.0426.96
2s-AGCNModality=Skeleton, Publication=CVPR 2019, Param.=3.54M, Training Protocol=Trained on 100% OR (%)2026.0418.55