Multi-label Classification on Reuters-21578 1995 (test)
86.34Micro-F1MMO Algorithm
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MMO AlgorithmBackbone=DistilBERT, tau=02026.05 | 86.34 | 34.99 | 86.95 | |
| Asym. Loss (ASL)Backbone=DistilBERT2026.05 | 85.82 | 34.11 | 86.4 | |
| SigmoidF1Backbone=DistilBERT2026.05 | 85.4 | 32.04 | 85.61 | |
| Algorithm 1Backbone=DistilBERT2026.05 | 85.2 | 28.6 | 85.39 | |
| Binary Relevance (BCE)Backbone=DistilBERT2026.05 | 84.69 | 24.17 | 83.74 | |
| Macro-ThresBackbone=DistilBERT2026.05 | 81.94 | 33.11 | 85.01 |