Segmentation on COCO LQ-1 (unseen)
64.7mIoUGleSAM2++
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GleSAM2++Evaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 64.7 | 76 | |
| GleSAM2Evaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 63.4 | 73.7 | |
| DiffBIR-FT-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 62.3 | 73 | |
| GleSAM++Evaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 62.1 | 73.8 | |
| DiffBIR-SAM2Evaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 62.1 | 72.8 | |
| GleSAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 61 | 72.1 | |
| DiffBIR-FT-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 60.6 | 70.9 | |
| SAM2Evaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 60.6 | 70.2 | |
| DiffBIR-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 60.4 | 70.2 | |
| PromptIR-FT-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 59.8 | 69.8 | |
| PromptIR-SAM2Evaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 59.3 | 69.3 | |
| PromptIR-FT-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 54 | 63.5 | |
| SAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 53.4 | 63 | |
| RobustSAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 53.2 | 64.2 | |
| PromptIR-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 52.8 | 62 |