3D Shape Refinement on CoWTalk with images (test)
94.2F1 ScorennUNetv2
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| nnUNetv2Iterative=false, Text-guided=false2026.03 | 94.2 | 90 | 93.2 | 0.29 | |
| CoWTalk (Ours)Iterative=true, Text-guided=true2026.03 | 91.8 | 91.8 | 94.3 | 1.33 | |
| SwinUnetrv2Iterative=false, Text-guided=false2026.03 | 89.5 | 84.7 | 90 | 0.77 | |
| ShapeTalkIterative=true, Text-guided=true, specialized enhancements=true2026.03 | 79.3 | 78.7 | 83.6 | 3.28 | |
| ShapeWalkIterative=true, Text-guided=true, specialized enhancements=true2026.03 | 77 | 74.4 | 81.4 | 3.45 |