Organ Segmentation on UMD-PETCT (External Dataset)
0.2607NSD (Liver)SAM
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SAMPrompt=3N points, Inference Time (s)=19.62026.03 | 0.2607 | 0.2751 | 0.2619 | 0.1764 | 0.2238 | 0.3132 | |
| nnIteractivePrompt=1 point, Inference Time (s)=7.42026.03 | 0.2955 | 0.597 | 0.4816 | 0.9027 | 0.0649 | 0.502 | |
| MedSAMPrompt=5N points, Inference Time (s)=22.82026.03 | 0.3488 | 0.3244 | 0.3349 | 0.2364 | 0.2286 | 0.3212 | |
| SAMPrompt=5N points, Inference Time (s)=32.12026.03 | 0.3673 | 0.345 | 0.3518 | 0.2249 | 0.3119 | 0.3944 | |
| SAM-Med3DPrompt=1 point, Inference Time (s)=1.82026.03 | 0.702 | 0.5894 | 0.6083 | 0.8101 | 0.4661 | 0.6136 | |
| SegAnyPETPrompt=1 point, Inference Time (s)=1.82026.03 | 0.8931 | 0.8078 | 0.818 | 0.8978 | 0.6267 | 0.8422 |