3D Shape Refinement on CoWTalk without images (test)
87.7F1 ScoreCoWTalk (Ours)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CoWTalk (Ours)Iterative=true, Text-guided=true2026.03 | 87.7 | 87.5 | 90.7 | 1.7 | |
| SwinUnetrv2Iterative=false, Text-guided=false2026.03 | 86.6 | 79.7 | 84.5 | 0.83 | |
| Input ErrorIterative=false, Text-guided=false2026.03 | 86 | 81.9 | 86.7 | 0.795 | |
| nnUNetv2Iterative=false, Text-guided=false2026.03 | 84.6 | 79.5 | 86.4 | 1.84 | |
| ShapeTalkIterative=true, Text-guided=true, specialized enhancements=true2026.03 | 72.4 | 71 | 77.6 | 3.13 | |
| ShapeWalkIterative=true, Text-guided=true, specialized enhancements=true2026.03 | 71.6 | 68.5 | 75.4 | 5.58 | |
| 3DS2VSIterative=false, Text-guided=true2026.03 | 39.6 | 36.3 | 34.2 | 5.88 |