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ResearchFormerly WizWand

Action Recognition on UCF101 (Top-1 Accuracy)

81.1Top-1 AccuracyTP-CLIP
7.05226.27645.564.724Aug 5, 2021May 11, 2022Feb 15, 2023Nov 21, 2023Aug 27, 2024Jun 2, 2025Mar 9, 2026
Updated 7mo ago

Evaluation results

MethodLinks
TP-CLIPBackbone=CLIP, Zero-shot=true2026.0381.1
SP-CLIPBackbone=CLIP, Zero-shot=true2026.0380.4
EZ-CLIPBackbone=CLIP, Zero-shot=true2026.0379.4
SDRBackbone=I3D, Zero-shot=true2026.0362.9
GILBackbone=I3D, Zero-shot=true2026.0355.8
CLASTERBackbone=I3D, Zero-shot=true2026.0352.7
ER-enhanced ZSAR modelVideo=(S+Obj)+, Class=ED2021.0851.8
ER-ZSARBackbone=TSM, Zero-shot=true2026.0351.8
E2EVideo=r(2+1)d*, Class=WN2021.0848
E2EBackbone=C3D, Zero-shot=true2026.0348
OD + SPOTBackbone=I3D, Zero-shot=true2026.0340.9
RGSCLBackbone=I3D, Zero-shot=true2026.0340.2
SupVFDBackbone=I3D, Zero-shot=true2026.0339.6
TS-GCNVideo=Obj, Class=WN2021.0834.2
O2AVideo=Obj, Class=WN2021.0830.3
ODBackbone=I3D, Zero-shot=true2026.0326.9
ASRVideo=C3D*, Class=WT2021.0824.4
GGMBackbone=C3D, Zero-shot=true2026.0320.3
URVideo=FV, Class=WN2021.0817.5
IAPVideo=FV, Class=A2021.0816.7
DAPVideo=FV, Class=A2021.0815.9
MTEVideo=FV, Class=WN2021.0815.8
ZSECOCVideo=FV, Class=WN2021.0815.1
ESZSLVideo=FV, Class=WN2021.0815
HAAVideo=FV, Class=A2021.0814.9
SJEVideo=FV, Class=A2021.0812
SVEVideo=BoW, Class=WN2021.0810.9
SJEVideo=FV, Class=WN2021.089.9