Instance Segmentation on USIS 16K
85.7mAPLUSIS-DETR Nano
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LUSIS-DETR NanoParams=33.8M2026.06 | 85.7 | 96.4 | 93.3 | |
| DCFNet Swin-BParams=219M2026.06 | 85.2 | 94.2 | 90.4 | |
| SPDA-SAMVenue=-2026.02 | 82.3 | 92.5 | 88.3 | |
| USIS-PGMParams=N/A2026.06 | 81.6 | 91.2 | 88.2 | |
| USIS-SAMVenue=ICML242026.02 | 81 | 90.8 | 87.1 | |
| USIS-SAMParams=698.9M2026.06 | 81 | 90.8 | 87.1 | |
| PointRendVenue=CVPR202026.02 | 76.3 | 89.4 | 82.7 | |
| RSPrompterVenue=TGRS242026.02 | 74.6 | 86.4 | 82.1 | |
| Mask R-CNNVenue=ICCV172026.02 | 73.6 | 90 | 81.7 | |
| WaterMaskVenue=ICCV232026.02 | 72.7 | 86.8 | 79.3 | |
| Mask Scoring R-CNNVenue=CVPR192026.02 | 71.6 | 88.5 | 79.8 |