Instance Segmentation on InfiniGen
81.9mIoU (1-click, Overall)SAP-large
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| SAP-largeModel Scale=large, Scanning Strategy=SAP (Proprietary Scanning)2026.03 | 81.9 | 72.5 | 84.5 | 90.7 | 89 | 81.5 | 92.2 | 95.1 | |
| SAP-baseModel Scale=base, Scanning Strategy=SAP (Proprietary Scanning)2026.03 | 81.8 | 72.3 | 85.8 | 89.6 | 88.9 | 82.3 | 91.8 | 94.1 | |
| SAP-smallModel Scale=small, Scanning Strategy=SAP (Proprietary Scanning)2026.03 | 79 | 68.5 | 82.8 | 88 | 87.5 | 79.7 | 90.9 | 93.8 | |
| SAP-tinyModel Scale=tiny, Scanning Strategy=SAP (Proprietary Scanning)2026.03 | 77.3 | 64.9 | 82.1 | 87.6 | 87.4 | 79.4 | 90.7 | 93.8 | |
| SAM2-large+scanModel Scale=large, Scanning Strategy=+scan2026.03 | 65.4 | 63.9 | 66.5 | 66.2 | 84.2 | 77.9 | 86.3 | 89.8 | |
| SAM2-largeModel Scale=large, Scanning Strategy=Standard2026.03 | 62.8 | 59.7 | 69.8 | 60.7 | 81.4 | 69.7 | 85.4 | 90.6 | |
| SAM2-baseModel Scale=base, Scanning Strategy=Standard2026.03 | 62 | 57.6 | 71.2 | 59.8 | 81.4 | 68.2 | 86 | 91.6 | |
| SAM2-small+scanModel Scale=small, Scanning Strategy=+scan2026.03 | 61.4 | 62 | 62.4 | 60 | 84.5 | 78.4 | 86.7 | 89.7 | |
| SAM2-smallModel Scale=small, Scanning Strategy=Standard2026.03 | 59.8 | 57.2 | 68 | 56.6 | 80.5 | 67.5 | 84.7 | 91 | |
| SAM2-tinyModel Scale=tiny, Scanning Strategy=Standard2026.03 | 59.7 | 55.3 | 69 | 57.5 | 80.2 | 67.7 | 84.4 | 90 | |
| SAM2-tiny+scanModel Scale=tiny, Scanning Strategy=+scan2026.03 | 59.4 | 60.4 | 60.8 | 57 | 83.8 | 78.4 | 86.6 | 87.7 | |
| SAM2-base+scanModel Scale=base, Scanning Strategy=+scan2026.03 | 56.6 | 55.9 | 56.5 | 57.3 | 83.5 | 77.1 | 85.8 | 88.8 |