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ResearchFormerly WizWand

Action Classification on Kinetics 400 2017 (test)

80.6Top-1 AccuracyViViT-L
73.8475.59577.3579.105Oct 12, 2021
Updated 8mo ago

Evaluation results

MethodLinks
ViViT-LPretrain=IN-21K, Frames=16×3×4, GFLOPs=14462021.1080.694.6
MViT-BPretrain=-, Frames=32×1×5, GFLOPs=1702021.1080.294.4
TAdaConvNeXt-TPretrain=IN-1K, Frames=32×3×4, GFLOPs=942021.1079.193.7
Swin-TPretrain=IN-1K, Frames=32×3×4, GFLOPs=882021.1078.893.6
MViT-BPretrain=-, Frames=16×1×5, GFLOPs=70.52021.1078.493.5
TAdaConvNeXt-TPretrain=IN-1K, Frames=16×3×4, GFLOPs=472021.1078.493.5
TAda2D_EnPretrain=IN-1K, Frames=(8+16)×3×10, GFLOPs=1292021.1078.293.5
TimeSformerPretrain=IN-21K, Frames=8×3×1, GFLOPs=1962021.107893.7
TDNPretrain=IN-1K, Frames=(16+64)×3×10, GFLOPs=942021.1077.593.2
TAda2DPretrain=IN-1K, Frames=16×3×10, GFLOPs=862021.1077.493.1
CorrNetPretrain=IN-1K, Frames=32×1×10, GFLOPs=1152021.1077.2—
SlowFast 8×8Pretrain=-, Frames=(8+32)×3×10, GFLOPs=65.72021.107792.6
TANetPretrain=IN-1K, Frames=16×3×10, GFLOPs=862021.1076.992.9
TAda2DPretrain=IN-1K, Frames=8×3×10, GFLOPs=432021.1076.792.6
TDNPretrain=IN-1K, Frames=(8+32)×3×10, GFLOPs=472021.1076.692.8
SmallBigNetPretrain=IN-1K, Frames=8×3×10, GFLOPs=572021.1076.392.5
TANetPretrain=IN-1K, Frames=8×3×10, GFLOPs=432021.1076.392.6
SlowFast 4×16Pretrain=-, Frames=(4+32)×3×10, GFLOPs=36.12021.1075.692.1
TSMPretrain=IN-1K, Frames=8×3×10, GFLOPs=432021.1074.1—