ResearchBenchmarksClass-Incremental Semantic Segmentation on PASCAL VOC 2012 (2-1)Class-Incremental Semantic Segmentation on PASCAL VOC 2012 (2-1)Follow80.12mIoUJT2.920822.962943.00563.0471Feb 16, 2026Evaluation resultsMethodMethodLinksmIoUJTTraining Mode=Joint Tr...Training Mode=Joint Training (Upper Bound)2026.0280.12SAILS*intra-class clustering...intra-class clustering=true2026.0257.96SAILSintra-class clustering...intra-class clustering=false2026.0254.43SSUL2026.0238.32CLIPMode=Zero-shot, Backbo...Mode=Zero-shot, Backbone=ViT-B2026.0235.97MiB2026.0225.74PLOP2026.028.14ILT2026.025.95SATSBackbone=SegFormer-B2Backbone=SegFormer-B22026.025.89