Segmentation on PAV-SOD 35 (test)
86.1Overall mIoUSAP-large
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SAP-largeModel size=Large, Evaluation Protocol=3-click Error Correction, Zero-shot=true2026.03 | 86.1 | 71.8 | 84.3 | 90.6 | |
| SAP-tinyModel size=Tiny, Evaluation Protocol=3-click Error Correction, Zero-shot=true2026.03 | 84.8 | 68.7 | 84.7 | 88.4 | |
| SAM2-baseModel size=Base, Evaluation Protocol=3-click Error Correction, Zero-shot=true2026.03 | 84.6 | 65.2 | 82.2 | 90.8 | |
| SAP-smallModel size=Small, Evaluation Protocol=3-click Error Correction, Zero-shot=true2026.03 | 84.3 | 67.8 | 83.2 | 88.8 | |
| SAM2-largeModel size=Large, Evaluation Protocol=3-click Error Correction, Zero-shot=true2026.03 | 84.3 | 65.5 | 81.7 | 90.5 | |
| SAP-baseModel size=Base, Evaluation Protocol=3-click Error Correction, Zero-shot=true2026.03 | 84.2 | 70 | 81.9 | 89.2 | |
| SAM2-large+scanModel size=Large, Evaluation Protocol=3-click Error Correction, Scan strategy=true, Zero-shot=true2026.03 | 84.1 | 68.4 | 81.6 | 89.5 | |
| SAM2-small+scanModel size=Small, Evaluation Protocol=3-click Error Correction, Scan strategy=true, Zero-shot=true2026.03 | 84 | 69.4 | 81.7 | 89.1 | |
| SAM2-base+scanModel size=Base, Evaluation Protocol=3-click Error Correction, Scan strategy=true, Zero-shot=true2026.03 | 83.5 | 68.2 | 81.8 | 88.2 | |
| SAM2-smallModel size=Small, Evaluation Protocol=3-click Error Correction, Zero-shot=true2026.03 | 83.1 | 60.8 | 80.3 | 90.3 | |
| SAM2-tiny+scanModel size=Tiny, Evaluation Protocol=3-click Error Correction, Scan strategy=true, Zero-shot=true2026.03 | 83 | 65.8 | 82.3 | 87.2 | |
| SAM2-tinyModel size=Tiny, Evaluation Protocol=3-click Error Correction, Zero-shot=true2026.03 | 82.2 | 61.7 | 79.6 | 88.8 | |
| SAP-largeModel size=Large, Evaluation Protocol=1-click, Zero-shot=true2026.03 | 77.3 | 61.1 | 76.2 | 81.7 | |
| SAP-baseModel size=Base, Evaluation Protocol=1-click, Zero-shot=true2026.03 | 76.1 | 56.9 | 75.1 | 81.1 | |
| SAP-tinyModel size=Tiny, Evaluation Protocol=1-click, Zero-shot=true2026.03 | 75.8 | 53.9 | 76.6 | 79.7 | |
| SAP-smallModel size=Small, Evaluation Protocol=1-click, Zero-shot=true2026.03 | 72 | 51.7 | 69.7 | 78.3 | |
| SAM2-large+scanModel size=Large, Evaluation Protocol=1-click, Scan strategy=true, Zero-shot=true2026.03 | 69 | 58.4 | 66.2 | 73.8 | |
| SAM2-base+scanModel size=Base, Evaluation Protocol=1-click, Scan strategy=true, Zero-shot=true2026.03 | 67.9 | 54.8 | 64.1 | 74 | |
| SAM2-small+scanModel size=Small, Evaluation Protocol=1-click, Scan strategy=true, Zero-shot=true2026.03 | 67.4 | 53.7 | 63 | 74.3 | |
| SAM2-largeModel size=Large, Evaluation Protocol=1-click, Zero-shot=true2026.03 | 66.3 | 50.7 | 71.9 | 64.4 | |
| SAM2-tiny+scanModel size=Tiny, Evaluation Protocol=1-click, Scan strategy=true, Zero-shot=true2026.03 | 65.1 | 49.6 | 63.4 | 70 | |
| SAM2-baseModel size=Base, Evaluation Protocol=1-click, Zero-shot=true2026.03 | 60.4 | 49.9 | 67.5 | 56 | |
| SAM2-smallModel size=Small, Evaluation Protocol=1-click, Zero-shot=true2026.03 | 54 | 45.8 | 59.7 | 50.6 | |
| SAM2-tinyModel size=Tiny, Evaluation Protocol=1-click, Zero-shot=true2026.03 | 51.6 | 46.3 | 55.5 | 49.1 |