Semantic Segmentation on COCO-60 with background
43.3mIoUDouC
Evaluation Results
| Method | Links | |
|---|---|---|
| DouCBackbone=ViT-H, Training=Training-free, Instance Guidance=SAM22026.04 | 43.3 | |
| DouCBackbone=ViT-L, Training=Training-free, Instance Guidance=SAM22026.04 | 42.8 | |
| CorrCLIPBackbone=ViT-H, Training=Training-free, Instance Guidance=SAM22026.04 | 41.7 | |
| CorrCLIPBackbone=ViT-L, Training=Training-free, Instance Guidance=SAM22026.04 | 41.6 | |
| DouCBackbone=ViT-B, Training=Training-free, Instance Guidance=SAM22026.04 | 41.2 | |
| CorrCLIPBackbone=ViT-B, Training=Training-free, Instance Guidance=SAM22026.04 | 41.1 | |
| TridentBackbone=ViT-H, Training=Training-free2026.04 | 40.1 | |
| TridentBackbone=ViT-B, Training=Training-free2026.04 | 38.6 | |
| FreeDABackbone=ViT-L, Training=Training-free2026.04 | 38.3 | |
| CLIPerBackbone=ViT-L, Training=Training-free2026.04 | 38 | |
| SFPBackbone=ViT-B, Training=Training-free2026.04 | 37.2 | |
| SC-CLIPBackbone=ViT-L, Training=Training-free2026.04 | 36.9 | |
| CASSBackbone=ViT-B, Training=Training-free2026.04 | 36.7 | |
| FSABackbone=ViT-H, Training=Training-free2026.04 | 36.3 | |
| FSABackbone=ViT-B, Training=Training-free2026.04 | 36.1 | |
| DIH-CLIPBackbone=ViT-B, Training=Training-free2026.04 | 36 | |
| ProxyCLIPBackbone=ViT-H, Training=Training-free2026.04 | 35.4 | |
| FSABackbone=ViT-L, Training=Training-free2026.04 | 34.9 | |
| ProxyCLIPBackbone=ViT-L, Training=Training-free2026.04 | 34.5 | |
| NACLIPBackbone=ViT-B, Training=Training-free2026.04 | 32.2 | |
| ResCLIPBackbone=ViT-L, Training=Training-free2026.04 | 30.9 | |
| CDAMBackbone=ViT-B, Training=Training-free2026.04 | 30.6 | |
| SCLIPBackbone=ViT-B, Training=Training-free2026.04 | 30.4 |