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ResearchFormerly WizWand

Temporal Action Detection on THUMOS14

66.66mAPRaw Videos
13.682427.436241.1954.9438Apr 6, 2022Nov 11, 2022Jun 18, 2023Jan 23, 2024Aug 29, 2024Apr 5, 2025Nov 11, 2025
Updated 6mo ago

Evaluation results

MethodLinks
Raw VideosNetwork=VJEPA-H2025.1166.66
SPLAVUNetwork=VJEPA-H2025.1166.3
Raw VideosNetwork=VideoMAE-B2025.1160.82
SPLAVUNetwork=VideoMAE-B2025.1160.5
OursEnd-to-End=true, Uses Optical Flow=false, FLOPs=475G, Latency=587ms2022.0454.2
MUSESEnd-to-End=false, Uses Optical Flow=false, FLOPs=17.5T, Latency=72s*+2.1s2022.0453.4
AFSDEnd-to-End=true, Uses Optical Flow=true, FLOPs=2780G, Latency=2472ms2022.0452
Raw VideosNetwork=I3D2025.1125.29
SPLAVUNetwork=I3D2025.1124.92
BlurringNetwork=I3D2025.1117.65
TeD-SPADNetwork=I3D2025.1117.27
Downsample-2xNetwork=I3D2025.1116.94
SPActNetwork=I3D2025.1116.2
VITANetwork=I3D2025.1116.1
Downsample-4xNetwork=I3D2025.1115.72
BlackeningNetwork=I3D2025.1115.72