Class-Incremental Semantic Segmentation on PASCAL VOC 1-1 2012
0.8012mIoUJT
Evaluation results
| Method | Links | |
|---|---|---|
| JTTraining Mode=Joint Training (Upper Bound)2026.02 | 0.8012 | |
| SAILS*Training-free=true, Backbone=Swin-B, intra-class clustering=true2026.02 | 0.5796 | |
| SAILSTraining-free=true, Backbone=Swin-B, intra-class clustering=false2026.02 | 0.5443 | |
| CLIPMode=Zero-shot, Backbone=ViT-B2026.02 | 0.3597 | |
| SSUL2026.02 | 0.2915 | |
| SATSBackbone=SegFormer-B22026.02 | 0.1797 | |
| MiB2026.02 | 0.1703 | |
| PLOP2026.02 | 0.0755 | |
| ILT2026.02 | 0.0555 |