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ResearchFormerly WizWand

Pose Estimation on ExLPose High low-light LL-H (test)

28AP@0.5:0.95DCA
1.6888.51915.3522.181Jul 22, 2024Nov 3, 2024Feb 16, 2025Jun 1, 2025Sep 14, 2025Dec 28, 2025Apr 12, 2026
Updated 6mo ago

Evaluation results

MethodLinks
DCA2026.0428
LIMEArchitecture=Top-down2024.0721.2
DA-LLPose (Ours)Architecture=Bottom-up, Training Labels=Well-lit labels alone2024.0718.6
CPN-lowArchitecture=Top-down2024.0718.2
CPN-all†Architecture=Top-down, Training Labels=Low-light and well-lit2024.0718.2
DANNArchitecture=Top-down2024.0717.5
IP-Adapter2026.0417.1
ControlNet2026.0416.4
LLFlow†Architecture=Top-down, Training Labels=Low-light and well-lit2024.0715.7
CPN-well†Architecture=Top-down, Training Labels=Low-light and well-lit2024.072.7