Human Pose Estimation on ExLPose LL-E (test)
11.7AP (0.5:0.95)DCA
Evaluation Results
| Method | Links | |
|---|---|---|
| DCA2026.04 | 11.7 | |
| UDAPoseCategory=Ours, Backbone=ED-Pose [74]2026.04 | 11.7 | |
| UDAPoseModel Role=Student, Framework=Ours2026.04 | 9.4 | |
| UDAPoseModel Role=Main Teacher, Framework=Ours2026.04 | 8.3 | |
| UDAPoseModel Role=Complementary Teacher, Framework=Ours2026.04 | 6.7 | |
| ELLAModel Role=Student, Framework=ELLA2026.04 | 5 | |
| IP-Adapter2026.04 | 3.5 | |
| LSBN+LUPIFramework=Baseline2026.04 | 3.4 | |
| ELLACategory=SOTA, Backbone=ED-Pose [74]2026.04 | 3.4 | |
| CycleGANCategory=Domain adaptation, Backbone=ED-Pose [74]2026.04 | 3.3 | |
| EnCoCategory=Domain adaptation, Backbone=ED-Pose [74]2026.04 | 2.9 | |
| ControlNet2026.04 | 2.7 | |
| UNSBCategory=Domain adaptation, Backbone=ED-Pose [74]2026.04 | 1.8 | |
| UDA-HECategory=Domain adaptation, Backbone=ED-Pose [74]2026.04 | 1.8 | |
| ELLAModel Role=Main Teacher, Framework=ELLA2026.04 | 1.6 | |
| DarkIRCategory=Image enhancement, Backbone=ED-Pose [74]2026.04 | 1.2 | |
| UNITCategory=Domain adaptation, Backbone=ED-Pose [74]2026.04 | 0.9 | |
| ELLAModel Role=Complementary Teacher, Framework=ELLA2026.04 | 0.8 | |
| RFormerCategory=Image enhancement, Backbone=ED-Pose [74]2026.04 | 0.8 | |
| LightenDiffCategory=Image enhancement, Backbone=ED-Pose [74]2026.04 | 0.8 | |
| QuadPriorCategory=Image enhancement, Backbone=ED-Pose [74]2026.04 | 0.3 |