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Action Recognition on EgoExo Fitness

88.9Top-1 AccuracyTimeSformer
74.13277.96681.885.634Jun 18, 2026

Evaluation results

MethodLinks
TimeSformerInference Viewpoint=Exocentric, Distillation=false2026.0688.9
ST-GCNInference Viewpoint=Exocentric, Distillation=false2026.0687.5
UNIEGOInference Viewpoint=Egocentric, Distillation=true2026.0684.7
ViFi-CLIPInference Viewpoint=Egocentric, Distillation=false2026.0681.8
Multiteacher Dist.Inference Viewpoint=Egocentric, Distillation=true2026.0681.5
TimeSformerInference Viewpoint=Egocentric, Distillation=false2026.0680.3
π-ViTInference Viewpoint=Egocentric, Distillation=true2026.0680.1
I3DInference Viewpoint=Egocentric, Distillation=false2026.0674.7
EgoVLPInference Viewpoint=Egocentric, Distillation=false2026.0674.7