Human/Part Parsing on PASCAL-Context (test)
72.87mIoUMTMamba++
Evaluation results
| Method | Links | |
|---|---|---|
| MTMamba++Backbone=Swin-Large2026.02 | 72.87 | |
| MTMambaBackbone=Swin-Large2026.02 | 72.62 | |
| UV-M3TLBackbone=ViT-large2026.02 | 71.18 | |
| TSP-TransformerBackbone=ViT-large2026.02 | 70.64 | |
| MLoREBackbone=ViT-large2026.02 | 70.52 | |
| TaskDiffusionBackbone=ViT-large2026.02 | 69.62 | |
| TaskExpertBackbone=ViT-large2026.02 | 69.42 | |
| InvPT++Backbone=ViT-large2026.02 | 69.12 | |
| TaskPrompterBackbone=ViT-large2026.02 | 68.89 | |
| InvPTBackbone=ViT-large2026.02 | 67.61 | |
| MQTransformerBackbone=not specified2026.02 | 67.41 | |
| MTI-Net (Reproduced)Backbone=ViT-large2026.02 | 67.4 | |
| PAD-Net (Reproduced)Backbone=ViT-large2026.02 | 67.12 | |
| ATRC (Reproduced)Backbone=ViT-large2026.02 | 66.84 | |
| ATRC-BMTASBackbone=HRNet182026.02 | 62.93 | |
| ASTMTBackbone=not specified2026.02 | 61.1 | |
| ATRC-ASPPBackbone=HRNet182026.02 | 60.23 | |
| MTI-NetBackbone=HRNet182026.02 | 60.18 | |
| PAD-NetBackbone=HRNet182026.02 | 59.6 | |
| ATRCBackbone=HRNet182026.02 | 59.42 |