Segmentation on ECSSD LQ-2 (unseen)
0.797IoUGleSAM++
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GleSAM++Evaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 0.797 | 0.872 | |
| GleSAM2++Evaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 0.773 | 0.854 | |
| GleSAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 0.762 | 0.849 | |
| DiffBIR-FT-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 0.757 | 0.833 | |
| GleSAM2Evaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 0.757 | 0.843 | |
| DiffBIR-SAM2Evaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 0.754 | 0.829 | |
| DiffBIR-FT-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 0.749 | 0.832 | |
| SAM2Evaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 0.736 | 0.821 | |
| DiffBIR-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 0.732 | 0.814 | |
| PromptIR-FT-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 0.723 | 0.818 | |
| RobustSAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 0.722 | 0.821 | |
| PromptIR-SAM2Evaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 0.72 | 0.813 | |
| PromptIR-FT-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 0.621 | 0.717 | |
| PromptIR-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 0.613 | 0.71 | |
| SAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 0.608 | 0.715 |