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ResearchFormerly WizWand

Domain mixture recovery on Yahoo 10 cls.

0.001MSESample-level MI
-0.00040.009050.01850.02795Jul 2, 2026
Updated 4mo ago

Evaluation results

MethodLinks
Sample-level MIModel Architecture=BERT, Method Category=Baselines2026.070.001
TIESModel Architecture=BERT, Method Category=Supervised 2-Layer MLP2026.070.003
LERPModel Architecture=BERT, Method Category=Unsupervised Softmax2026.070.004
TIESModel Architecture=BERT, Method Category=Unsupervised Softmax2026.070.004
LERPModel Architecture=BERT, Method Category=Supervised 2-Layer MLP2026.070.004
Real TrajectoryModel Architecture=BERT, Method Category=Supervised 2-Layer MLP2026.070.006
Centroid GuessModel Architecture=BERT, Method Category=Baselines2026.070.007
Real TrajectoryModel Architecture=BERT, Method Category=Unsupervised Softmax2026.070.007
Centroid GuessModel Architecture=GPT-2-Small, Method Category=Baselines2026.070.007
SLERPModel Architecture=BERT, Method Category=Unsupervised Softmax2026.070.008
Sample-level MIModel Architecture=GPT-2-Small, Method Category=Baselines2026.070.008
LERPModel Architecture=GPT-2-Small, Method Category=Unsupervised Softmax2026.070.008
TIESModel Architecture=GPT-2-Small, Method Category=Unsupervised Softmax2026.070.008
LERPModel Architecture=GPT-2-Small, Method Category=Supervised 2-Layer MLP2026.070.008
TIESModel Architecture=GPT-2-Small, Method Category=Supervised 2-Layer MLP2026.070.008
Real TrajectoryModel Architecture=GPT-2-Small, Method Category=Supervised 2-Layer MLP2026.070.009
SLERPModel Architecture=GPT-2-Small, Method Category=Supervised 2-Layer MLP2026.070.011
Random GuessModel Architecture=BERT, Method Category=Baselines2026.070.014
SLERPModel Architecture=BERT, Method Category=Supervised 2-Layer MLP2026.070.014
Random GuessModel Architecture=GPT-2-Small, Method Category=Baselines2026.070.014
Real TrajectoryModel Architecture=GPT-2-Small, Method Category=Unsupervised Softmax2026.070.019
SLERPModel Architecture=GPT-2-Small, Method Category=Unsupervised Softmax2026.070.036