Confidence Field Estimation on Endoscopic ESD dataset (test)
0.048RMSEGeoCFNet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GeoCFNet2026.06 | 0.048 | 27.1995 | 0.3397 | 0.2466 | |
| DINOv3-basevariant=base2026.06 | 0.0801 | 22.3018 | 0.3196 | 0.2125 | |
| DINOv3-smallvariant=small2026.06 | 0.0901 | 21.1935 | 0.3212 | 0.2203 | |
| TransUNet2026.06 | 0.1009 | 19.0649 | 0.2793 | 0.221 | |
| DINOv2-basevariant=base2026.06 | 0.125 | 18.8553 | 0.288 | 0.2198 | |
| DINOv2-smallvariant=small2026.06 | 0.1257 | 18.3119 | 0.2749 | 0.1873 | |
| U-Net2026.06 | 0.151 | 16.043 | 0.2604 | 0.2109 |