Borehole Image Segmentation on WAID (cross-well)
85.71Mean Score (Cross-Well)CG-DCA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CG-DCA2026.03 | 85.71 | 0.0238 | 82.23 | 88.42 | 0.062 | |
| G-DCA2026.03 | 81.62 | 0.0299 | 77.01 | 85.14 | 0.0813 | |
| DCA2026.03 | 80.44 | 0.0328 | 75.74 | 84.25 | 0.0851 | |
| Concat multimodal2026.03 | 75.18 | 0.0226 | 71.34 | 77.01 | 0.0567 | |
| Image-only2026.03 | 73.39 | 0.0218 | 71.38 | 76.03 | 0.0466 | |
| AE→Otsu2026.03 | 70.26 | 0.023 | 67.26 | 72.65 | 0.0539 | |
| Raw Otsu2026.03 | 61.38 | 0.0366 | 57.19 | 65.94 | 0.0875 | |
| AE+KMeans2026.03 | 47.13 | 0.0168 | 45.44 | 48.87 | 0.0343 |