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ResearchFormerly WizWand

Domain Mixture Recovery on AGNews 4 cls.

0.002MSELERP
-0.004440.039030.08250.12597Jul 2, 2026
Updated 4mo ago

Evaluation results

MethodLinks
LERPModel Architecture=BERT, Method Category=Supervised 2-Layer MLP2026.070.002
TIESModel Architecture=BERT, Method Category=Supervised 2-Layer MLP2026.070.002
Real TrajectoryModel Architecture=BERT, Method Category=Supervised 2-Layer MLP2026.070.005
Sample-level MIModel Architecture=BERT, Method Category=Baselines2026.070.012
SLERPModel Architecture=BERT, Method Category=Supervised 2-Layer MLP2026.070.018
LERPModel Architecture=BERT, Method Category=Unsupervised Softmax2026.070.021
TIESModel Architecture=BERT, Method Category=Unsupervised Softmax2026.070.021
LERPModel Architecture=GPT-2-Small, Method Category=Supervised 2-Layer MLP2026.070.024
SLERPModel Architecture=BERT, Method Category=Unsupervised Softmax2026.070.029
Real TrajectoryModel Architecture=GPT-2-Small, Method Category=Supervised 2-Layer MLP2026.070.03
TIESModel Architecture=GPT-2-Small, Method Category=Supervised 2-Layer MLP2026.070.033
Real TrajectoryModel Architecture=GPT-2-Small, Method Category=Unsupervised Softmax2026.070.046
Centroid GuessModel Architecture=BERT, Method Category=Baselines2026.070.048
Centroid GuessModel Architecture=GPT-2-Small, Method Category=Baselines2026.070.048
TIESModel Architecture=GPT-2-Small, Method Category=Unsupervised Softmax2026.070.053
LERPModel Architecture=GPT-2-Small, Method Category=Unsupervised Softmax2026.070.062
Sample-level MIModel Architecture=GPT-2-Small, Method Category=Baselines2026.070.068
SLERPModel Architecture=GPT-2-Small, Method Category=Supervised 2-Layer MLP2026.070.077
Random GuessModel Architecture=BERT, Method Category=Baselines2026.070.095
Random GuessModel Architecture=GPT-2-Small, Method Category=Baselines2026.070.095
Real TrajectoryModel Architecture=BERT, Method Category=Unsupervised Softmax2026.070.163
SLERPModel Architecture=GPT-2-Small, Method Category=Unsupervised Softmax2026.070.163