Image Segmentation on COCO (AR)
49.6ARSAM (supervised)
Evaluation results
| Method | Links | |
|---|---|---|
| SAM (supervised)Backbone=ViT-B/8, Number of Parameters=85M, Number of training images=11M, Zero-shot=true2024.06 | 49.6 | |
| UnSAMBackbone=RN-50, Number of Parameters=23M, Number of training images=0.4M, Zero-shot=true2024.06 | 42 | |
| UnSAMBackbone=RN-50, Number of Parameters=23M, Number of training images=0.2M, Zero-shot=true2024.06 | 41.2 | |
| UnSAMBackbone=RN-50, Number of Parameters=23M, Number of training images=0.1M, Zero-shot=true2024.06 | 40.5 | |
| SOHESBackbone=ViT-B/8, Number of Parameters=85M, Number of training images=0.2M, Zero-shot=true2024.06 | 30.5 | |
| CutLERBackbone=RN-50, Number of Parameters=23M, Number of training images=1.3M, Zero-shot=true2024.06 | 28.1 | |
| FreeSOLOBackbone=RN-101, Number of Parameters=45M, Number of training images=1.3M, Zero-shot=true2024.06 | 11.6 |