Class-Agnostic Instance Segmentation on USIS10K
64.6mAPSPDA-SAM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SPDA-SAMVenue=N/A, Backbone=ViT-Base2026.02 | 64.6 | 84.9 | 74.1 | |
| USIS-SAMVenue=ICML24, Backbone=ViT-Huge2026.02 | 59.7 | 81.6 | 67.7 | |
| WaterMaskVenue=ICCV23, Backbone=ResNet-1012026.02 | 59 | 80.6 | 67.2 | |
| WaterMaskVenue=ICCV23, Backbone=ResNet-502026.02 | 58.3 | 80.2 | 66.5 | |
| RSPrompterVenue=TGRS24, Backbone=ViT-Huge2026.02 | 58.2 | 79.9 | 65.9 | |
| OQTRVenue=TMM22, Backbone=ResNet-502026.02 | 56.6 | 79.3 | 62.6 | |
| SAM+MaskVenue=ICCV23, Backbone=ViT-Huge2026.02 | 55.1 | 80.2 | 62.8 | |
| RDPNetVenue=TIP21, Backbone=ResNet-1012026.02 | 54.7 | 78.3 | 63 | |
| RDPNetVenue=TIP21, Backbone=ResNet-502026.02 | 53.8 | 77.8 | 61.9 | |
| SAM+BBoxVenue=ICCV23, Backbone=ViT-Huge2026.02 | 45.9 | 65.9 | 52.1 | |
| S4NetVenue=CVPR19, Backbone=ResNet-502026.02 | 32.8 | 64.1 | 27.3 |