Segmentation on COCO LQ-3 (unseen)
59.5mIoUGleSAM2++
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GleSAM2++Evaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 59.5 | 71.9 | |
| GleSAM2Evaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 57.2 | 68.7 | |
| GleSAM++Evaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 56.9 | 69.7 | |
| DiffBIR-FT-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 56.9 | 67.4 | |
| DiffBIR-SAM2Evaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 56.3 | 67 | |
| GleSAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 54.7 | 67 | |
| DiffBIR-FT-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 52 | 63.3 | |
| SAM2Evaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 51.9 | 62.5 | |
| DiffBIR-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 51.5 | 62.1 | |
| PromptIR-FT-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 51.4 | 61.9 | |
| PromptIR-SAM2Evaluation Mode=Zero-shot, Foundation Model=SAM22026.01 | 50.9 | 61.7 | |
| RobustSAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 45.6 | 57.4 | |
| PromptIR-FT-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 41.6 | 50.3 | |
| SAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 40.9 | 50.7 | |
| PromptIR-SAMEvaluation Mode=Zero-shot, Foundation Model=SAM2026.01 | 40.1 | 49.8 |