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Score Estimation on 2-component diagonal-covariance GMMs d=100, n=2048 context (test)

0.167Score MSEDiScoFormer
0.127480.394240.6610.92776Nov 8, 2025

Evaluation results

MethodLinks
DiScoFormerd_model=256, heads=8, layers=6, training steps=150k2025.110.167
Oracle h KDEbandwidth strategy=best fixed bandwidth found by grid search2025.111.09
Scott KDEbandwidth strategy=Scott's rule2025.111.155