Image Segmentation on ThinObject-5K LQ-3 (test)
79.47mIoUGleSAM2
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GleSAM2Degradation=LQ-32025.03 | 79.47 | 86.53 | |
| GleSAM2++Base Model=SAM22026.01 | 77.6 | 85 | |
| GleSAM++Base Model=SAM2026.01 | 77 | 84.8 | |
| GleSAMDegradation=LQ-32025.03 | 75.94 | 84.13 | |
| GleSAM2Base Model=SAM22026.01 | 75.2 | 84.2 | |
| DiffBIR-FT-SAM2Base Model=SAM2, Restoration=DiffBIR, Fine-tuned=true2026.01 | 74 | 82.1 | |
| GleSAMBase Model=SAM2026.01 | 73.7 | 82.5 | |
| PromptIR-FT-SAM2Base Model=SAM2, Restoration=PromptIR, Fine-tuned=true2026.01 | 73.7 | 81.9 | |
| DiffBIR-SAM2Base Model=SAM2, Restoration=DiffBIR2026.01 | 73.5 | 81.2 | |
| DiffBIR-SAM2Degradation=LQ-3, Restoration=DiffBIR2025.03 | 73.48 | 81.17 | |
| SAM2Base Model=SAM22026.01 | 73.3 | 81.2 | |
| PromptIR-SAM2Base Model=SAM2, Restoration=PromptIR2026.01 | 73 | 81.4 | |
| SAM2Degradation=LQ-32025.03 | 71.74 | 80 | |
| PromptIR-SAM2Degradation=LQ-3, Restoration=PromptIR2025.03 | 71.19 | 79.45 | |
| DiffBIR-SAMDegradation=LQ-3, Restoration=DiffBIR2025.03 | 70.55 | 79.17 | |
| RobustSAMDegradation=LQ-32025.03 | 70.15 | 79.65 | |
| DiffBIR-FT-SAMBase Model=SAM, Restoration=DiffBIR, Fine-tuned=true2026.01 | 69.9 | 80.2 | |
| RobustSAMBase Model=SAM, Variant=Robust2026.01 | 69.5 | 79.1 | |
| DiffBIR-SAMBase Model=SAM, Restoration=DiffBIR2026.01 | 68.4 | 78 | |
| PromptIR-SAMDegradation=LQ-3, Restoration=PromptIR2025.03 | 63.8 | 73.74 | |
| PromptIR-FT-SAMBase Model=SAM, Restoration=PromptIR, Fine-tuned=true2026.01 | 63.6 | 73.6 | |
| SAMBase Model=SAM2026.01 | 63.3 | 73.3 | |
| PromptIR-SAMBase Model=SAM, Restoration=PromptIR2026.01 | 63 | 72.6 | |
| SAMDegradation=LQ-32025.03 | 62.85 | 72.86 |