Image Segmentation on LVIS LQ-2 (test)
62.2IoUGleSAM2++
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GleSAM2++Base Model=SAM22026.01 | 62.2 | 74 | |
| GleSAM2Degradation=LQ-22025.03 | 60.82 | 71.61 | |
| GleSAM2Base Model=SAM22026.01 | 60.1 | 71.1 | |
| DiffBIR-SAM2Degradation=LQ-2, Restoration=DiffBIR2025.03 | 60.04 | 70.32 | |
| DiffBIR-SAM2Base Model=SAM2, Restoration=DiffBIR2026.01 | 59.7 | 70 | |
| DiffBIR-FT-SAM2Base Model=SAM2, Restoration=DiffBIR, Fine-tuned=true2026.01 | 59.7 | 70.3 | |
| GleSAM++Base Model=SAM2026.01 | 59.6 | 71.9 | |
| GleSAMDegradation=LQ-22025.03 | 59.16 | 70.66 | |
| GleSAMBase Model=SAM2026.01 | 59 | 70.4 | |
| DiffBIR-SAMDegradation=LQ-2, Restoration=DiffBIR2025.03 | 58.12 | 69.13 | |
| DiffBIR-FT-SAMBase Model=SAM, Restoration=DiffBIR, Fine-tuned=true2026.01 | 57.9 | 70.8 | |
| DiffBIR-SAMBase Model=SAM, Restoration=DiffBIR2026.01 | 57.4 | 69.1 | |
| SAM2Degradation=LQ-22025.03 | 56.34 | 66.33 | |
| PromptIR-FT-SAM2Base Model=SAM2, Restoration=PromptIR, Fine-tuned=true2026.01 | 56.2 | 67.1 | |
| SAM2Base Model=SAM22026.01 | 56.1 | 66.3 | |
| PromptIR-SAM2Base Model=SAM2, Restoration=PromptIR2026.01 | 55.8 | 66.3 | |
| PromptIR-SAM2Degradation=LQ-2, Restoration=PromptIR2025.03 | 55.29 | 65.46 | |
| RobustSAMDegradation=LQ-22025.03 | 49.62 | 60.79 | |
| RobustSAMBase Model=SAM, Variant=Robust2026.01 | 49.2 | 60.6 | |
| SAMDegradation=LQ-22025.03 | 48.86 | 58.38 | |
| PromptIR-FT-SAMBase Model=SAM, Restoration=PromptIR, Fine-tuned=true2026.01 | 47.6 | 56 | |
| SAMBase Model=SAM2026.01 | 47.4 | 57.2 | |
| PromptIR-SAMDegradation=LQ-2, Restoration=PromptIR2025.03 | 47.05 | 56.77 | |
| PromptIR-SAMBase Model=SAM, Restoration=PromptIR2026.01 | 46.9 | 55.7 |