Text Classification on News-4 (test)
0.02NLLMAP + GS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MAP + GSModel=L2-SP, Backbone=BERT-base, N=400002025.02 | 0.02 | — | |
| MAP + GSModel=L2-SP, Backbone=BERT-base, N=1200002025.02 | 0.02 | — | |
| MAP + LaplaceModel=L2-SP, Backbone=BERT-base, N=400002025.02 | 0.02 | — | |
| MAP + LaplaceModel=L2-SP, Backbone=BERT-base, N=1200002025.02 | 0.02 | — | |
| DE ELBOModel=L2-SP, Backbone=BERT-base, N=1200002025.02 | 0.02 | — | |
| MAP + GSModel=L2-SP, Backbone=BERT-base, N=40002025.02 | 0.03 | — | |
| MAP + LaplaceModel=L2-SP, Backbone=BERT-base, N=40002025.02 | 0.03 | — | |
| DE ELBOModel=L2-SP, Backbone=BERT-base, N=400002025.02 | 0.03 | — | |
| MAP + LaplaceModel=L2-SP, Backbone=BERT-base, N=4002025.02 | 0.08 | — | |
| DE ELBOModel=L2-SP, Backbone=BERT-base, N=40002025.02 | 0.08 | — | |
| MAP + GSModel=L2-SP, Backbone=BERT-base, N=4002025.02 | 0.09 | — | |
| DE ELBOModel=L2-SP, Backbone=BERT-base, N=4002025.02 | 0.1 | — | |
| 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 |