Pose Estimation on ExLPose Well-lit (test)
67.3AP@0.5:0.95DCA
Evaluation results
| Method | Links | |
|---|---|---|
| DCA2026.04 | 67.3 | |
| ControlNet2026.04 | 66.3 | |
| IP-Adapter2026.04 | 65.8 | |
| DA-LLPose (Ours)Architecture=Bottom-up, Training Labels=Well-lit labels alone2024.07 | 61.6 | |
| LLFlow†Architecture=Top-down, Training Labels=Low-light and well-lit2024.07 | 60.7 | |
| CPN-well†Architecture=Top-down, Training Labels=Low-light and well-lit2024.07 | 59.9 | |
| LIMEArchitecture=Top-down2024.07 | 57.7 | |
| CPN-all†Architecture=Top-down, Training Labels=Low-light and well-lit2024.07 | 52.3 | |
| DANNArchitecture=Top-down2024.07 | 52 | |
| CPN-lowArchitecture=Top-down2024.07 | 1.2 |