Class Incremental Semantic Segmentation on ADE20K 100-50 (2 steps)
51.7mIoU (1-100)Joint
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| JointOracle=true2025.04 | 51.7 | 40.2 | 47.8 | |
| COMBOExemplar-free=true2025.04 | 50.2 | 34.4 | 44.9 | |
| BalConpasExemplar-free=true2025.04 | 49.9 | 30.1 | 43.3 | |
| offlineModel=Mask2Former2026.01 | 48.69 | 37.22 | 44.87 | |
| CoMasTReExemplar-free=true2025.04 | 45.7 | 26 | 39.2 | |
| ECLIPSEExemplar-free=true2025.04 | 45 | 21.7 | 37.1 | |
| CoMFormerExemplar-free=true2025.04 | 44.7 | 26.2 | 38.4 | |
| CPP+Model=Mask2Former2026.01 | 44.26 | 24.82 | 37.78 | |
| PLOPExemplar-free=true2025.04 | 44.2 | 26.2 | 38.2 | |
| CPPModel=MaskFormer2026.01 | 42.86 | 25.32 | 37.01 | |
| RCILModel=DeepLabv32026.01 | 42.3 | 18.8 | 34.5 | |
| IDECModel=DeepLabv32026.01 | 42.01 | 18.22 | 34.08 | |
| PLOPModel=DeepLabv32026.01 | 41.87 | 14.89 | 32.94 | |
| LAGModel=DeepLabv32026.01 | 41.64 | 19.73 | 34.34 | |
| MiBModel=DeepLabv32026.01 | 40.52 | 17.17 | 32.79 | |
| MiBExemplar-free=true2025.04 | 37 | 24.1 | 32.6 | |
| FTExemplar-free=true2025.04 | 0 | 26.7 | 8.9 |