Image Segmentation on ThinObject-5K LQ-1 (test)
85.27IoUGleSAM2
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GleSAM2Degradation=LQ-12025.03 | 85.27 | 90.72 | |
| GleSAM2++Base Model=SAM22026.01 | 83.4 | 89.4 | |
| GleSAMDegradation=LQ-12025.03 | 82.77 | 89.2 | |
| GleSAM++Base Model=SAM2026.01 | 82.6 | 89.1 | |
| GleSAM2Base Model=SAM22026.01 | 81.2 | 87.9 | |
| GleSAMBase Model=SAM2026.01 | 79.9 | 87.1 | |
| DiffBIR-FT-SAM2Base Model=SAM2, Restoration=DiffBIR, Fine-tuned=true2026.01 | 79.8 | 86.5 | |
| DiffBIR-SAM2Degradation=LQ-1, Restoration=DiffBIR2025.03 | 79.74 | 86.04 | |
| DiffBIR-SAM2Base Model=SAM2, Restoration=DiffBIR2026.01 | 79.7 | 86 | |
| PromptIR-FT-SAM2Base Model=SAM2, Restoration=PromptIR, Fine-tuned=true2026.01 | 79.5 | 85.2 | |
| DiffBIR-SAMDegradation=LQ-1, Restoration=DiffBIR2025.03 | 79.27 | 86.52 | |
| RobustSAMDegradation=LQ-12025.03 | 79.22 | 86.58 | |
| DiffBIR-FT-SAMBase Model=SAM, Restoration=DiffBIR, Fine-tuned=true2026.01 | 79 | 87 | |
| SAM2Degradation=LQ-12025.03 | 78.39 | 85.36 | |
| SAM2Base Model=SAM22026.01 | 78.2 | 85.2 | |
| PromptIR-SAM2Base Model=SAM2, Restoration=PromptIR2026.01 | 78.1 | 84.9 | |
| PromptIR-SAM2Degradation=LQ-1, Restoration=PromptIR2025.03 | 78.01 | 84.87 | |
| RobustSAMBase Model=SAM, Variant=Robust2026.01 | 77.8 | 85.5 | |
| DiffBIR-SAMBase Model=SAM, Restoration=DiffBIR2026.01 | 77.8 | 86.5 | |
| SAMDegradation=LQ-12025.03 | 75.27 | 83.43 | |
| PromptIR-SAMDegradation=LQ-1, Restoration=PromptIR2025.03 | 74.34 | 82.48 | |
| PromptIR-FT-SAMBase Model=SAM, Restoration=PromptIR, Fine-tuned=true2026.01 | 74 | 82 | |
| PromptIR-SAMBase Model=SAM, Restoration=PromptIR2026.01 | 73.7 | 81.7 | |
| SAMBase Model=SAM2026.01 | 73.6 | 82 |