Segmentation on COCO LQ-2 (unseen)
63.2mIoUGleSAM2++
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GleSAM2++Evaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 63.2 | 74.8 | |
| GleSAM2Evaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 61.7 | 72.5 | |
| DiffBIR-FT-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 61 | 71.8 | |
| DiffBIR-SAM2Evaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 60.4 | 71.3 | |
| GleSAM++Evaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 60.3 | 72.4 | |
| GleSAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 58 | 69.5 | |
| SAM2Evaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 57 | 67 | |
| DiffBIR-FT-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 56.8 | 68.8 | |
| PromptIR-FT-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 56.5 | 66.8 | |
| DiffBIR-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 56.3 | 68.3 | |
| PromptIR-SAM2Evaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 55.9 | 66.3 | |
| RobustSAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 50.1 | 61.4 | |
| SAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 48.7 | 58.3 | |
| PromptIR-FT-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 47.5 | 58.2 | |
| PromptIR-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 46.7 | 57.4 |