Image Segmentation on ThinObject-5K LQ-2 (test)
0.83IoUGleSAM2
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GleSAM2Degradation=LQ-22025.03 | 0.83 | 0.8896 | |
| GleSAM2++Base Model=SAM22026.01 | 0.807 | 0.871 | |
| GleSAM++Base Model=SAM2026.01 | 0.805 | 0.873 | |
| GleSAMDegradation=LQ-22025.03 | 0.8033 | 0.8738 | |
| GleSAM2Base Model=SAM22026.01 | 0.802 | 0.873 | |
| PromptIR-FT-SAM2Base Model=SAM2, Restoration=PromptIR, Fine-tuned=true2026.01 | 0.791 | 0.856 | |
| DiffBIR-FT-SAM2Base Model=SAM2, Restoration=DiffBIR, Fine-tuned=true2026.01 | 0.791 | 0.857 | |
| DiffBIR-SAM2Degradation=LQ-2, Restoration=DiffBIR2025.03 | 0.7832 | 0.8505 | |
| DiffBIR-SAM2Base Model=SAM2, Restoration=DiffBIR2026.01 | 0.783 | 0.851 | |
| GleSAMBase Model=SAM2026.01 | 0.782 | 0.858 | |
| DiffBIR-SAMDegradation=LQ-2, Restoration=DiffBIR2025.03 | 0.7772 | 0.8531 | |
| PromptIR-SAM2Degradation=LQ-2, Restoration=PromptIR2025.03 | 0.7753 | 0.8477 | |
| DiffBIR-FT-SAMBase Model=SAM, Restoration=DiffBIR, Fine-tuned=true2026.01 | 0.775 | 0.847 | |
| PromptIR-SAM2Base Model=SAM2, Restoration=PromptIR2026.01 | 0.771 | 0.844 | |
| SAM2Base Model=SAM22026.01 | 0.766 | 0.839 | |
| RobustSAMDegradation=LQ-22025.03 | 0.7648 | 0.8463 | |
| SAM2Degradation=LQ-22025.03 | 0.7636 | 0.8373 | |
| DiffBIR-SAMBase Model=SAM, Restoration=DiffBIR2026.01 | 0.762 | 0.839 | |
| RobustSAMBase Model=SAM, Variant=Robust2026.01 | 0.754 | 0.838 | |
| PromptIR-SAMDegradation=LQ-2, Restoration=PromptIR2025.03 | 0.7146 | 0.8018 | |
| PromptIR-FT-SAMBase Model=SAM, Restoration=PromptIR, Fine-tuned=true2026.01 | 0.71 | 0.804 | |
| SAMDegradation=LQ-22025.03 | 0.7054 | 0.7939 | |
| PromptIR-SAMBase Model=SAM, Restoration=PromptIR2026.01 | 0.705 | 0.79 | |
| SAMBase Model=SAM2026.01 | 0.7 | 0.789 |