Density Field Reconstruction on F2 matched-operator benchmark (512-sample)
0.0037Density MSENeTMY
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NeTMYTrain time (s)=780, Notes=per-instance, no labels2026.05 | 0.0037 | 0.21 | |
| GaussianSplatTrain time (s)=402, Notes=explicit Gaussians2026.05 | 0.0067 | 1.09 | |
| TikhonovTrain time (s)=1.5, Notes=free-density + ℓ2/TV2026.05 | 0.0117 | 0.81 | |
| ADMMTrain time (s)=1.1, Notes=free-density + ADMM2026.05 | 0.2555 | 22.94 | |
| DeepDecoderTrain time (s)=259, Notes=untrained CNN prior2026.05 | 0.2558 | 24.25 | |
| HybridNeTMYTrain time (s)=399, Notes=supervised, dense-trained2026.05 | 1.011 | 0.23 |