Object Detection on Sim10k to Cityscapes 1.0 (val)
69.9mAPPAGen
Evaluation Results
| Method | Links | |
|---|---|---|
| PAGenAlignment=false, Self-training=false, VFM-based=false2025.11 | 69.9 | |
| SEEN-DAAlignment=true, Self-training=true, VFM-based=true2025.11 | 66.8 | |
| SOCCERAlignment=true, Self-training=true, VFM-based=false2025.11 | 63.8 | |
| DA-ProAlignment=true, Self-training=true, VFM-based=true2025.11 | 62.9 | |
| OADAAlignment=true, Self-training=false, VFM-based=false2025.11 | 59.2 | |
| REACTAlignment=true, Self-training=true, VFM-based=false2025.11 | 58.6 | |
| CIGARAlignment=true, Self-training=false, VFM-based=false2025.11 | 58.5 | |
| SIGMA++Alignment=true, Self-training=true, VFM-based=false2025.11 | 57.7 | |
| NSA-UDAAlignment=true, Self-training=true, VFM-based=false2025.11 | 56.3 | |
| LRAAlignment=true, Self-training=false, VFM-based=false2025.11 | 55.7 | |
| SCANAlignment=true, Self-training=false, VFM-based=false2025.11 | 52.6 | |
| DSD-DAAlignment=true, Self-training=true, VFM-based=false2025.11 | 52.5 | |
| DA-FasterAlignment=true, Self-training=false, VFM-based=false2025.11 | 38.2 |