Bimodal Distribution Modeling on Real-World Bimodal Datasets Aggregated
-0.527Test LossHMLP
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| HMLPConfiguration=Gauss2026.03 | -0.527 | 0.423 | 0.183 | 0.369 | 0.099 | |
| MDNLoss=NLL2026.03 | -0.246 | 0.525 | 0.084 | 0.3 | 0.033 | |
| MLPQConfiguration=Quant2026.03 | 0.071 | 0.338 | 0.084 | 0.301 | 0.019 | |
| MSEConfiguration=Standard2026.03 | 0.167 | 0.346 | 0.126 | 0.327 | 0.065 | |
| Cramer-Simple2026.03 | 0.222 | 0.324 | 0.085 | 0.306 | 0.046 | |
| Wasser-Simple2026.03 | 0.232 | 0.33 | 0.083 | 0.306 | 0.045 | |
| Cramer-Range2026.03 | 0.249 | 0.344 | 0.101 | 0.329 | 0.071 | |
| Wasser-Range2026.03 | 0.251 | 0.342 | 0.079 | 0.3 | 0.112 | |
| Wasser-SimpleConfiguration=Def2026.03 | 0.342 | 0.367 | 0.081 | 0.291 | 0.018 |