Stanford Bunny
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| 3D Point Cloud Registration | Stanford Bunny B0 | qtot Error (mm)0 | 19 | |
| Pose Estimation | Stanford Bunny (SB) | RMSE0.35 | 15 | |
| Generative Modeling | Stanford Bunny (test) | NLL1.31 | 10 | |
| Point Cloud Registration | Stanford Bunny Reference configuration bun_zipper.ply | Rotation Error (°)0.21 | 9 | |
| Flow Matching | Stanford Bunny | NLL1.22 | 9 | |
| Pairwise Point Cloud Registration | Stanford Bunny noiseless | Translation Error (m)1.68 | 7 | |
| 3D Scanning | Stanford Bunny Scale 1.0 (test) | Coverage97 | 6 | |
| Surface Diffusion Simulation | Stanford Bunny mesh (test) | MSE0 | 6 | |
| 3D Mesh Deformation | Stanford Bunny mesh (test) | W(C1,C2) Distance at Step 10023.283 | 6 | |
| Point Cloud Denoising | Stanford Bunny 10% random noise | Precision99.73 | 4 | |
| 3D Scanning | Stanford Bunny Scale ×1.5 (test) | Coverage87 | 3 | |
| Density Estimation | Stanford Bunny k=100 (test) | NLL1.28 | 3 | |
| Density Estimation | Stanford Bunny k=50 (test) | NLL1.34 | 3 | |
| Density Estimation | Stanford Bunny k=10 (test) | NLL1.06 | 3 |
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