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ResearchFormerly WizWand

Text Classification on News-4 (test)

0.02NLLMAP + GS
0.01680.03840.060.0816Feb 3, 2025
Updated 8mo ago

Evaluation results

MethodLinks
MAP + GSModel=L2-SP, Backbone=BERT-base, N=400002025.020.02—
MAP + GSModel=L2-SP, Backbone=BERT-base, N=1200002025.020.02—
MAP + LaplaceModel=L2-SP, Backbone=BERT-base, N=400002025.020.02—
MAP + LaplaceModel=L2-SP, Backbone=BERT-base, N=1200002025.020.02—
DE ELBOModel=L2-SP, Backbone=BERT-base, N=1200002025.020.02—
MAP + GSModel=L2-SP, Backbone=BERT-base, N=40002025.020.03—
MAP + LaplaceModel=L2-SP, Backbone=BERT-base, N=40002025.020.03—
DE ELBOModel=L2-SP, Backbone=BERT-base, N=400002025.020.03—
MAP + LaplaceModel=L2-SP, Backbone=BERT-base, N=4002025.020.08—
DE ELBOModel=L2-SP, Backbone=BERT-base, N=40002025.020.08—
MAP + GSModel=L2-SP, Backbone=BERT-base, N=4002025.020.09—
DE ELBOModel=L2-SP, Backbone=BERT-base, N=4002025.020.1—
DE ELBoModel=L2-SP, Backbone=BERT-base, N=4002025.02—87.8
DE ELBoModel=L2-SP, Backbone=BERT-base, N=40002025.02—91.1
DE ELBoModel=L2-SP, Backbone=BERT-base, N=400002025.02—93.5
DE ELBoModel=L2-SP, Backbone=BERT-base, N=1200002025.02—94.4
MAP + GSModel=L2-SP, Backbone=BERT-base, N=4002025.02—85.1
MAP + GSModel=L2-SP, Backbone=BERT-base, N=40002025.02—89.4
MAP + GSModel=L2-SP, Backbone=BERT-base, N=400002025.02—92.4
MAP + GSModel=L2-SP, Backbone=BERT-base, N=1200002025.02—93.4
MAP + LaplaceModel=L2-SP, Backbone=BERT-base, N=4002025.02—84.2
MAP + LaplaceModel=L2-SP, Backbone=BERT-base, N=40002025.02—89.8
MAP + LaplaceModel=L2-SP, Backbone=BERT-base, N=400002025.02—93.1
MAP + LaplaceModel=L2-SP, Backbone=BERT-base, N=1200002025.02—92.5