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ResearchFormerly WizWand

Domain mixture recovery on Yelp 5 cls.

0.001MSELERP
-0.00380.02860.0610.0934Jul 2, 2026
Updated 4mo ago

Evaluation results

MethodLinks
LERPModel Architecture=BERT, Method Category=Supervised 2-Layer MLP2026.070.001
TIESModel Architecture=BERT, Method Category=Supervised 2-Layer MLP2026.070.001
Real TrajectoryModel Architecture=BERT, Method Category=Supervised 2-Layer MLP2026.070.005
Sample-level MIModel Architecture=BERT, Method Category=Baselines2026.070.007
LERPModel Architecture=BERT, Method Category=Unsupervised Softmax2026.070.013
TIESModel Architecture=BERT, Method Category=Unsupervised Softmax2026.070.013
Sample-level MIModel Architecture=GPT-2-Small, Method Category=Baselines2026.070.017
SLERPModel Architecture=BERT, Method Category=Supervised 2-Layer MLP2026.070.018
SLERPModel Architecture=BERT, Method Category=Unsupervised Softmax2026.070.019
Centroid GuessModel Architecture=BERT, Method Category=Baselines2026.070.032
Centroid GuessModel Architecture=GPT-2-Small, Method Category=Baselines2026.070.032
LERPModel Architecture=GPT-2-Small, Method Category=Unsupervised Softmax2026.070.032
TIESModel Architecture=GPT-2-Small, Method Category=Unsupervised Softmax2026.070.032
LERPModel Architecture=GPT-2-Small, Method Category=Supervised 2-Layer MLP2026.070.036
TIESModel Architecture=GPT-2-Small, Method Category=Supervised 2-Layer MLP2026.070.037
Real TrajectoryModel Architecture=GPT-2-Small, Method Category=Supervised 2-Layer MLP2026.070.04
SLERPModel Architecture=GPT-2-Small, Method Category=Supervised 2-Layer MLP2026.070.053
Real TrajectoryModel Architecture=GPT-2-Small, Method Category=Unsupervised Softmax2026.070.058
Real TrajectoryModel Architecture=BERT, Method Category=Unsupervised Softmax2026.070.062
Random GuessModel Architecture=BERT, Method Category=Baselines2026.070.066
Random GuessModel Architecture=GPT-2-Small, Method Category=Baselines2026.070.066
SLERPModel Architecture=GPT-2-Small, Method Category=Unsupervised Softmax2026.070.121