Tumor Segmentation and Detection on UCSF Pancreas Tumor internal (test)
83F1 ScoreR-Super
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| R-Supertrain paradigm=medium / many training masks (344/1.7K), mask=344, rep.=2.2K2025.07 | 83 | 90 | 83 | 89 | |
| Vol. Losstrain paradigm=ablation studies, mask=344, rep.=2.2K2025.07 | 76 | 89 | 80 | 82 | |
| Ball Losstrain paradigm=ablation studies, mask=344, rep.=2.2K2025.07 | 71 | 82 | 64 | 90 | |
| RG Pseudo-1.train paradigm=medium / many training masks (344/1.7K), mask=344, rep.=2.2K2025.07 | 69 | 83 | 65 | 86 | |
| nnU-Nettrain paradigm=medium / many training masks (344/1.7K), mask=344, rep.=02025.07 | 69 | 79 | 74 | 74 | |
| segmentationtrain paradigm=medium / many training masks (344/1.7K), mask=344, rep.=02025.07 | 67 | 78 | 62 | 85 | |
| R-Supertrain paradigm=few training masks (50), mask=50, rep.=2.2K2025.07 | 61 | 70 | 73 | 59 | |
| CLIP-Liketrain paradigm=medium / many training masks (344/1.7K), mask=344, rep.=2.2K2025.07 | 59 | 74 | 59 | 75 | |
| Models G.train paradigm=medium / many training masks (344/1.7K), mask=344, rep.=02025.07 | 59 | 72 | 66 | 63 | |
| Multi-task 1.train paradigm=medium / many training masks (344/1.7K), mask=344, rep.=2.2K2025.07 | 53 | 62 | 65 | 50 | |
| segmentationtrain paradigm=few training masks (50), mask=50, rep.=02025.07 | 51 | 63 | 47 | 77 |