Segmentation on ECSSD LQ-1 (unseen)
81.6IoUGleSAM++
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GleSAM++Evaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 81.6 | 88.6 | |
| GleSAM2++Evaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 79.5 | 86.7 | |
| GleSAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 79.1 | 86.9 | |
| GleSAM2Evaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 78.9 | 86.4 | |
| DiffBIR-FT-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 78 | 85.1 | |
| DiffBIR-FT-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 77.7 | 85.8 | |
| DiffBIR-SAM2Evaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 77.6 | 84.6 | |
| SAM2Evaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 77.2 | 84.8 | |
| RobustSAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 76.2 | 84.9 | |
| DiffBIR-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 76.2 | 84.3 | |
| PromptIR-FT-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 76.2 | 84 | |
| PromptIR-SAM2Evaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 75.7 | 83.7 | |
| PromptIR-FT-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 68.5 | 77.3 | |
| SAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 67.6 | 77 | |
| PromptIR-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 67.2 | 76.8 |