Semantic Segmentation on BDD100K (Reporting ΔP (%))
60.28mIoUST / PSS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ST / PSSStep=Step 2, Domain Inference (Oracle)=true2026.05 | 60.28 | — | |
| ST / PSSStep=Step 3, Domain Inference (Oracle)=true2026.05 | 60.28 | — | |
| Fine-TuneStep=Step 2, Domain Inference (Oracle)=false2026.05 | 60.22 | 0.1 | |
| MILEStep=Step 2, Domain Inference (Oracle)=true2026.05 | 59.12 | 1.92 | |
| MILEStep=Step 3, Domain Inference (Oracle)=true2026.05 | 59.12 | 1.92 | |
| MILEStep=Step 2, Domain Inference (Oracle)=false2026.05 | 58.99 | 2.14 | |
| MILEStep=Step 3, Domain Inference (Oracle)=false2026.05 | 58.35 | 3.2 | |
| EWCStep=Step 2, Domain Inference (Oracle)=false2026.05 | 57.64 | 4.38 | |
| Joint-TrainStep=Step 2, Domain Inference (Oracle)=false2026.05 | 56.24 | 6.7 | |
| Joint-TrainStep=Step 3, Domain Inference (Oracle)=false2026.05 | 56.24 | 6.7 | |
| ILTStep=Step 2, Domain Inference (Oracle)=false2026.05 | 55.58 | 7.8 | |
| ILTStep=Step 3, Domain Inference (Oracle)=false2026.05 | 53.79 | 10.77 | |
| EWCStep=Step 3, Domain Inference (Oracle)=false2026.05 | 52.3 | 13.24 | |
| Fine-TuneStep=Step 3, Domain Inference (Oracle)=false2026.05 | 50.22 | 16.69 |