Instrument Instance Segmentation on GraSP (cross-validation)
92.65mAP@0.5 (Box)TAPIS Frame
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TAPIS FrameBackbone=SwinL, FLOPs (G)=868, Params. (M)=2162024.01 | 92.65 | 91.71 | |
| TAPIS FullBackbone=SwinL, FLOPs (G)=71, Params. (M)=442024.01 | 91.72 | 90.34 | |
| TAPIS FrameBackbone=R50, FLOPs (G)=226, Params. (M)=442024.01 | 89.65 | 88.65 | |
| TAPIS FullBackbone=R50, FLOPs (G)=71, Params. (M)=442024.01 | 88.66 | 87.2 | |
| QPD Mask DINOBackbone=R50, FLOPs (G)=228, Params. (M)=542024.01 | 88.46 | 87.39 | |
| ISINetBackbone=R50, FLOPs (G)=201, Params. (M)=442024.01 | 79.85 | 78.29 |