Thingi10K
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Vertex normal prediction | Thingi10K | Cosine Similarity0.9883 | 160 | |
| Shape Reconstruction | Thingi10k | L1 Chamfer Distance0.39 | 10 | |
| Mesh Reconstruction | Thingi10K (test) | Chamfer Distance (CD)3.41 | 9 | |
| Surface Reconstruction | Thingi10k 100 shapes (test) | CD x 100 (no-n.)1.35 | 8 | |
| Print-configuration selection | Thingi10k (100 parts) | Median Obj(x)0.14 | 6 | |
| Mesh Reconstruction | Thingi10K analytical (test) | CD3.6 | 6 | |
| Remeshing | Thingi10K | Chamfer Distance (CD)1.347 | 5 | |
| Surface Reconstruction | Thingi10K (test) | NC (Squirrel)98.2 | 5 | |
| Normal vector field prediction | Thingi10K (test) | Prediction Score 598591.94 | 4 | |
| Surface reconstruction | Thingi10K | Squirrel Chamfer Distance0.35 | 4 | |
| Mesh Segmentation | Thingi10k (test) | DI (%)7.5 | 3 | |
| Spectral Approximation | Thingi10k | Span Loss0.0045 | 2 | |
| Mesh Compression | Thingi10K | Mean Point-to-Mesh Distance4.12 | 2 |
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