Bimodal Distribution Modeling on Real-World Bimodal Datasets Aggregated benchmark leaderboard · SOTA2 Research

Bimodal Distribution Modeling on Real-World Bimodal Datasets Aggregated

-0.527Test LossHMLP

Evaluation Results

Method	Links
HMLP2026.03		-0.527	0.423	0.183	0.369	0.099
MDN2026.03		-0.246	0.525	0.084	0.3	0.033
MLPQ2026.03		0.071	0.338	0.084	0.301	0.019
MSE2026.03		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-Simple2026.03		0.342	0.367	0.081	0.291	0.018