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ResearchFormerly WizWand

Action Recognition on BABEL 50% OR

56.97AccuracySASI + ProtoGCN
34.121240.053145.98551.9169Apr 30, 2026
Updated 6mo ago

Evaluation results

MethodLinks
SASI + ProtoGCNModality=Skeleton + text, Param.=55.56M, Training Protocol=Separately Trained on each OR (%)2026.0456.97
SASI + BlockGCNModality=Skeleton + text, Param.=56.99M, Training Protocol=Separately Trained on each OR (%)2026.0456.42
BlockGCNModality=Skeleton, Publication=CVPR 2024, Param.=1.89M, Training Protocol=Separately Trained on each OR (%)2026.0455.77
SASI + CTR-GCNModality=Skeleton + text, Param.=56.60M, Training Protocol=Separately Trained on each OR (%)2026.0455.68
Shift-GCNModality=Skeleton, Publication=CVPR 2020, Param.=0.81M, Training Protocol=Separately Trained on each OR (%)2026.0455.49
CTR-GCNModality=Skeleton, Publication=ICCV 2021, Param.=1.49M, Training Protocol=Separately Trained on each OR (%)2026.0454.57
DeGCNModality=Skeleton, Publication=TIP 2024, Param.=1.53M, Training Protocol=Separately Trained on each OR (%)2026.0454.48
SASI + ProtoGCNModality=Skeleton + text, Param.=55.56M, Training Protocol=Trained on 100% OR (%)2026.0453.92
MixformerModality=Skeleton, Publication=MM 2023, Param.=3.85M, Training Protocol=Separately Trained on each OR (%)2026.0453.74
ProtoGCNModality=Skeleton, Publication=CVPR 2025, Param.=4.30M, Training Protocol=Separately Trained on each OR (%)2026.0453.74
ST-GCNModality=Skeleton, Publication=AAAI 2018, Param.=3.17M, Training Protocol=Separately Trained on each OR (%)2026.0453.65
GAP + CTR-GCNModality=Skeleton + text, Publication=ICCV 2023, Param.=2.18M, Training Protocol=Separately Trained on each OR (%)2026.0452.56
DeGCNModality=Skeleton, Publication=TIP 2024, Param.=1.53M, Training Protocol=Trained on 100% OR (%)2026.0452.35
SASI + CTR-GCNModality=Skeleton + text, Param.=56.60M, Training Protocol=Trained on 100% OR (%)2026.0452.08
GAP + CTR-GCNModality=Skeleton + text, Publication=ICCV 2023, Param.=2.18M, Training Protocol=Trained on 100% OR (%)2026.0451.8
CTR-GCNModality=Skeleton, Publication=ICCV 2021, Param.=1.49M, Training Protocol=Trained on 100% OR (%)2026.0451.71
ST-GCNModality=Skeleton, Publication=AAAI 2018, Param.=3.17M, Training Protocol=Trained on 100% OR (%)2026.0451.62
SASI + BlockGCNModality=Skeleton + text, Param.=56.99M, Training Protocol=Trained on 100% OR (%)2026.0451.43
Shift-GCNModality=Skeleton, Publication=CVPR 2020, Param.=0.81M, Training Protocol=Trained on 100% OR (%)2026.0451.25
BlockGCNModality=Skeleton, Publication=CVPR 2024, Param.=1.89M, Training Protocol=Trained on 100% OR (%)2026.0450.69
InfoGCN++Modality=Skeleton, Publication=TPAMI 2024, Param.=0.72M, Training Protocol=Separately Trained on each OR (%)2026.0449.22
SkateformerModality=Skeleton, Publication=ECCV 2024, Param.=3.33M, Training Protocol=Separately Trained on each OR (%)2026.0449.22
ProtoGCNModality=Skeleton, Publication=CVPR 2025, Param.=4.30M, Training Protocol=Trained on 100% OR (%)2026.0448.48
2s-AGCNModality=Skeleton, Publication=CVPR 2019, Param.=3.54M, Training Protocol=Separately Trained on each OR (%)2026.0447.92
InfoGCN++Modality=Skeleton, Publication=TPAMI 2024, Param.=0.72M, Training Protocol=Trained on 100% OR (%)2026.0447.83
SkateformerModality=Skeleton, Publication=ECCV 2024, Param.=3.33M, Training Protocol=Trained on 100% OR (%)2026.0446.63
MixformerModality=Skeleton, Publication=MM 2023, Param.=3.85M, Training Protocol=Trained on 100% OR (%)2026.0444.23
2s-AGCNModality=Skeleton, Publication=CVPR 2019, Param.=3.54M, Training Protocol=Trained on 100% OR (%)2026.0435