Segmentation on Brain Tumor
81.03mIoUTP-Seg-General
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TP-Seg-GeneralPublication=-, Training Protocol=One model for one task2026.04 | 81.03 | 75.65 | |
| TP-Seg-UnifiedPublication=-, Training Protocol=One model for all tasks2026.04 | 80.56 | 75.23 | |
| SR-ICLPublication=CVPR’25, Training Protocol=One model for all tasks2026.04 | 80.5 | 74.29 | |
| SpiderPublication=ICML’24, Training Protocol=One model for one task2026.04 | 80.17 | 72.94 | |
| SpiderPublication=ICML’24, Training Protocol=One model for all tasks2026.04 | 79.86 | 71.59 | |
| SR-ICLPublication=CVPR’25, Training Protocol=One model for one task2026.04 | 79.26 | 70.9 | |
| SAM2-UNetPublication=ICCVW’25, Training Protocol=One model for one task2026.04 | 78.92 | 73.71 | |
| SAM2-UNetPublication=ICCVW’25, Training Protocol=One model for all tasks2026.04 | 78.64 | 73.57 | |
| PraNetSupervision=Fully-Supervised2024.06 | 74.14 | 82.49 | |
| TransUNetPublication=MIA’24, Training Protocol=One model for one task2026.04 | 72.46 | 57.92 | |
| Pseudo-L:TVCC+SAMSupervision=Weakly-Supervised2024.06 | 72.38 | 81.69 | |
| Ariadne’s ThreadSupervision=Fully-Supervised2024.06 | 71.55 | 81.2 | |
| SimTxtSeg-w-TVHASupervision=Weakly-Supervised, Annotation type=text2024.06 | 71.34 | 81.74 | |
| SimTxtSeg-w/o-CMASupervision=Weakly-Supervised2024.06 | 71.16 | 81.57 | |
| SimTxtSeg-w/o-CASupervision=Weakly-Supervised, Annotation type=text2024.06 | 70.42 | 80.97 | |
| BoxPolypSupervision=Weakly-Supervised, Annotation type=box+half anno.2024.06 | 67.4 | 77.64 | |
| SegGPTPublication=ICCV’23, Training Protocol=One model for all tasks2026.04 | 67.3 | 44.17 | |
| SimTxtSeg-w/o-TVHASupervision=Weakly-Supervised2024.06 | 66.57 | 77.86 | |
| WeakPolypSupervision=Weakly-Supervised, Annotation type=box2024.06 | 63.43 | 74.82 | |
| ResUNetSupervision=Fully-Supervised2024.06 | 58.42 | 71.27 | |
| boxshrinkSupervision=Weakly-Supervised, Annotation type=box2024.06 | 57.02 | 66.36 | |
| S2MESupervision=Weakly-Supervised, Annotation type=scribble2024.06 | 15.38 | 26.66 |