Image Segmentation on LVIS LQ-3 (test)
58.4IoUGleSAM2++
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GleSAM2++Base Model=SAM22026.01 | 58.4 | 70.9 | |
| GleSAM2Degradation=LQ-32025.03 | 57.38 | 68.87 | |
| GleSAM2Base Model=SAM22026.01 | 57.2 | 68 | |
| DiffBIR-SAM2Degradation=LQ-3, Restoration=DiffBIR2025.03 | 56.51 | 66.64 | |
| DiffBIR-FT-SAM2Base Model=SAM2, Restoration=DiffBIR, Fine-tuned=true2026.01 | 56.2 | 67.1 | |
| DiffBIR-SAM2Base Model=SAM2, Restoration=DiffBIR2026.01 | 56 | 66.7 | |
| GleSAMDegradation=LQ-32025.03 | 55.35 | 67.56 | |
| GleSAM++Base Model=SAM2026.01 | 55.3 | 68.2 | |
| GleSAMBase Model=SAM2026.01 | 54.8 | 67.5 | |
| DiffBIR-FT-SAMBase Model=SAM, Restoration=DiffBIR, Fine-tuned=true2026.01 | 53.9 | 64.6 | |
| DiffBIR-SAMDegradation=LQ-3, Restoration=DiffBIR2025.03 | 53.16 | 63.07 | |
| DiffBIR-SAMBase Model=SAM, Restoration=DiffBIR2026.01 | 52.6 | 63.2 | |
| PromptIR-FT-SAM2Base Model=SAM2, Restoration=PromptIR, Fine-tuned=true2026.01 | 52.1 | 62.3 | |
| SAM2Base Model=SAM22026.01 | 52 | 62.5 | |
| PromptIR-SAM2Base Model=SAM2, Restoration=PromptIR2026.01 | 51.6 | 62 | |
| SAM2Degradation=LQ-32025.03 | 51.18 | 61.74 | |
| PromptIR-SAM2Degradation=LQ-3, Restoration=PromptIR2025.03 | 50.17 | 60.84 | |
| RobustSAMBase Model=SAM, Variant=Robust2026.01 | 45.5 | 57.4 | |
| RobustSAMDegradation=LQ-32025.03 | 45.17 | 56.7 | |
| PromptIR-FT-SAMBase Model=SAM, Restoration=PromptIR, Fine-tuned=true2026.01 | 40.9 | 49.5 | |
| SAMBase Model=SAM2026.01 | 40.6 | 50.4 | |
| SAMDegradation=LQ-32025.03 | 40.41 | 50.05 | |
| PromptIR-SAMDegradation=LQ-3, Restoration=PromptIR2025.03 | 40.2 | 49.78 | |
| PromptIR-SAMBase Model=SAM, Restoration=PromptIR2026.01 | 40.1 | 48.9 |