Segmentation on ECSSD LQ-3 (unseen)
74.1IoUGleSAM++
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GleSAM++Evaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 74.1 | 83.2 | |
| GleSAM2++Evaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 70.5 | 80.2 | |
| GleSAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 70.1 | 80.4 | |
| GleSAM2Evaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 69.4 | 79.4 | |
| DiffBIR-FT-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 68.4 | 78.5 | |
| DiffBIR-SAM2Evaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 68 | 78.2 | |
| DiffBIR-FT-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 66.8 | 77.2 | |
| SAM2Evaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 65.7 | 75.7 | |
| RobustSAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 65.5 | 76.9 | |
| DiffBIR-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 65.5 | 75.7 | |
| PromptIR-FT-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 65.3 | 75.8 | |
| PromptIR-SAM2Evaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 64.8 | 75.7 | |
| PromptIR-FT-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 53.6 | 65.3 | |
| PromptIR-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 52.6 | 64.4 | |
| SAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 52.5 | 64.3 |