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ResearchFormerly WizWand

Domain mixture recovery on SNLI 3 cls.

0.009MSESample-level MI
0.001480.052240.1030.15376Jul 2, 2026
Updated 4mo ago

Evaluation results

MethodLinks
Sample-level MIModel Architecture=BERT, Method Category=Baselines2026.070.009
LERPModel Architecture=BERT, Method Category=Unsupervised Softmax2026.070.013
TIESModel Architecture=BERT, Method Category=Unsupervised Softmax2026.070.013
TIESModel Architecture=BERT, Method Category=Supervised 2-Layer MLP2026.070.014
LERPModel Architecture=BERT, Method Category=Supervised 2-Layer MLP2026.070.017
LERPModel Architecture=GPT-2-Small, Method Category=Supervised 2-Layer MLP2026.070.022
TIESModel Architecture=GPT-2-Small, Method Category=Supervised 2-Layer MLP2026.070.023
LERPModel Architecture=GPT-2-Small, Method Category=Unsupervised Softmax2026.070.036
TIESModel Architecture=GPT-2-Small, Method Category=Unsupervised Softmax2026.070.036
Real TrajectoryModel Architecture=BERT, Method Category=Supervised 2-Layer MLP2026.070.04
Real TrajectoryModel Architecture=GPT-2-Small, Method Category=Supervised 2-Layer MLP2026.070.04
SLERPModel Architecture=BERT, Method Category=Supervised 2-Layer MLP2026.070.07
Real TrajectoryModel Architecture=GPT-2-Small, Method Category=Unsupervised Softmax2026.070.07
SLERPModel Architecture=BERT, Method Category=Unsupervised Softmax2026.070.071
Centroid GuessModel Architecture=BERT, Method Category=Baselines2026.070.072
Centroid GuessModel Architecture=GPT-2-Small, Method Category=Baselines2026.070.072
Sample-level MIModel Architecture=GPT-2-Small, Method Category=Baselines2026.070.073
SLERPModel Architecture=GPT-2-Small, Method Category=Supervised 2-Layer MLP2026.070.08
Random GuessModel Architecture=BERT, Method Category=Baselines2026.070.14
Random GuessModel Architecture=GPT-2-Small, Method Category=Baselines2026.070.14
Real TrajectoryModel Architecture=BERT, Method Category=Unsupervised Softmax2026.070.156
SLERPModel Architecture=GPT-2-Small, Method Category=Unsupervised Softmax2026.070.197