Text Classification on Pubmed (test)
77.72AccuracyMoLAM
Evaluation results
| Method | Links | |
|---|---|---|
| MoLAMMethod Category=Others2026.01 | 77.72 | |
| MoLMethod Category=Others2026.01 | 77.44 | |
| PLANETOID-ILearning paradigm=Inductive2016.03 | 77.2 | |
| PLANETOID-TLearning paradigm=Transductive2016.03 | 75.7 | |
| PAGMethod Category=Others2026.01 | 74.44 | |
| GEMMAMethod Category=Single LLM2026.01 | 73.13 | |
| SNAILMethod Category=Others2026.01 | 71.99 | |
| SEMIEMBLearning paradigm=Inductive2016.03 | 71.1 | |
| FixMatchMethod Category=Others2026.01 | 70.96 | |
| MANIREGLearning paradigm=Inductive2016.03 | 70.7 | |
| FEATLearning paradigm=Inductive2016.03 | 69.8 | |
| DAMethod Category=Others2026.01 | 68.64 | |
| Vote-basedMethod Category=LLM Ensem.2026.01 | 68.02 | |
| Logits-basedMethod Category=LLM Ensem.2026.01 | 68.02 | |
| YIMethod Category=Single LLM2026.01 | 67.55 | |
| PLANETOID-GLearning paradigm=Transductive2016.03 | 66.4 | |
| GRAPHEMBLearning paradigm=Transductive2016.03 | 65.3 | |
| LPLearning paradigm=Transductive2016.03 | 63 | |
| MISTRALMethod Category=Single LLM2026.01 | 62.57 | |
| LLAMAMethod Category=Single LLM2026.01 | 62.33 | |
| TSVMLearning paradigm=Transductive2016.03 | 62.2 | |
| QWENMethod Category=Single LLM2026.01 | 62.17 |