Pose Estimation on ExLPose High low-light LL-H (test)
28AP@0.5:0.95DCA
Evaluation Results
| Method | Links | |
|---|---|---|
| DCA2026.04 | 28 | |
| LIMEArchitecture=Top-down2024.07 | 21.2 | |
| DA-LLPose (Ours)Architecture=Bottom-up, Training Labels=Well-lit labels alone2024.07 | 18.6 | |
| CPN-lowArchitecture=Top-down2024.07 | 18.2 | |
| CPN-all†Architecture=Top-down, Training Labels=Low-light and well-lit2024.07 | 18.2 | |
| DANNArchitecture=Top-down2024.07 | 17.5 | |
| IP-Adapter2026.04 | 17.1 | |
| ControlNet2026.04 | 16.4 | |
| LLFlow†Architecture=Top-down, Training Labels=Low-light and well-lit2024.07 | 15.7 | |
| CPN-well†Architecture=Top-down, Training Labels=Low-light and well-lit2024.07 | 2.7 |