Hierarchical Text Classification on Books
61.2Macro F1TAXMORPH
Evaluation Results
| Method | Links | |
|---|---|---|
| TAXMORPHLLM=Sonnet-3.5, Label Representation=Single Node2026.01 | 61.2 | |
| TAXMORPHLLM=Haiku, Label Representation=Single Node2026.01 | 61 | |
| TAXMORPHLLM=Sonnet-3, Label Representation=Single Node2026.01 | 60.9 | |
| TAXMORPHLLM=Sonnet-3.5, Label Representation=Full Path2026.01 | 60.7 | |
| TAXMORPHLLM=Haiku, Label Representation=Full Path2026.01 | 60.3 | |
| TAXMORPHLLM=Sonnet-3, Label Representation=Full Path2026.01 | 60.2 | |
| Human-CuratedLabel Representation=Single Node2026.01 | 58.3 | |
| Human-CuratedLabel Representation=Full Path2026.01 | 58.2 | |
| Human-CuratedLabel Representation=Structured Identifier2026.01 | 50.8 | |
| Human-CuratedLabel Representation=Linear Layer2026.01 | 34.8 |