Salient Instance Segmentation on USIS16K source (test)
85.7mAPLUSIS-DETR Nano
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| LUSIS-DETR NanoParams=33.82M2026.06 | 85.7 | 96.4 | 93.3 | 72.1 | 85.2 | 89.9 | |
| LUSIS-DETR SmallParams=33.96M2026.06 | 85.7 | 95.3 | 92.7 | 72.6 | 85.9 | 89.5 | |
| USIS-PGM2026.06 | 81.6 | 91.2 | 88.2 | 56.8 | 67 | 81.4 | |
| USIS-SAMParams=698.9M2026.06 | 81 | 90.8 | 87.1 | 45 | 64.3 | 81.8 | |
| ConvNeXtParams=48.52M2026.06 | 78.5 | 95.3 | 87.9 | 55.1 | 68.8 | 79.2 | |
| PointRendParams=64.69M2026.06 | 76.3 | 89.4 | 82.7 | 50 | 65.9 | 77.4 | |
| YOLACTParams=35.86M2026.06 | 75.4 | 90.4 | 82.6 | 45 | 54.5 | 76 | |
| Mask R-CNNParams=61.83M2026.06 | 73.6 | 90 | 81.7 | 40 | 60.4 | 74.5 | |
| WaterMaskParams=48.27M2026.06 | 72.7 | 86.8 | 79.3 | 41.7 | 57 | 73.6 |