3D Shape Fitting on Stanford 3D Scanning Repository (Multi-Model Evaluation)
99.13IoU (Thai Statue)FM-FINER
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| FM-FINERTrain Time (min)=32.342025.09 | 99.13 | 99.73 | 99.61 | 99.09 | 0.2687 | 0.141 | 0.1533 | 0.2277 | |
| FM-SIRENTrain Time (min)=30.032025.09 | 98.88 | 99.65 | 99.5 | 98.75 | 0.3467 | 0.1846 | 0.1981 | 0.3137 | |
| WIRETrain Time (min)=48.472025.09 | 98.77 | 99.39 | 99.32 | 98.42 | 0.3715 | 0.3144 | 0.2608 | 0.4132 | |
| PETrain Time (min)=29.332025.09 | 98.26 | 99.49 | 97.78 | 98.01 | 0.7684 | 0.3504 | 2.3198 | 0.6088 | |
| GaussTrain Time (min)=34.342025.09 | 98.19 | 99.25 | 95.58 | 98.15 | 0.5634 | 0.3976 | 10.1334 | 0.4654 | |
| SPDERTrain Time (min)=47.602025.09 | 97.91 | 99.11 | 99.25 | 97.89 | 0.6412 | 0.4734 | 0.2965 | 0.5226 | |
| FINERTrain Time (min)=32.352025.09 | 97.63 | 98.97 | 99.06 | 97.6 | 0.7234 | 0.5489 | 0.3892 | 0.5928 | |
| SIRENTrain Time (min)=30.022025.09 | 95.98 | 98.03 | 98.1 | 95.08 | 1.2119 | 1.0178 | 0.7627 | 1.2076 | |
| MIRETrain Time (min)=70.142025.09 | 94.22 | 97.99 | 97.15 | 96.11 | 1.7462 | 1.0327 | 1.1436 | 0.9482 |