Semantic Type Annotation on T2D
97.7Micro-F1ZTab-per (GPT-4o,GPT-4o)
Evaluation results
| Method | Links | |
|---|---|---|
| ZTab-per (GPT-4o,GPT-4o)Category=Zero-shot2026.03 | 97.7 | |
| ZTab-per (GPT-4.1-mini,GPT-4.1-mini)Category=Zero-shot2026.03 | 97.7 | |
| ZTab-per (GPT-3.5,GPT-3.5)Category=Zero-shot2026.03 | 96.2 | |
| ZTab-per (GPT-4o-mini,GPT-4o-mini)Category=Zero-shot2026.03 | 96.2 | |
| CENTS (GPT-4.1-mini)Category=Zero-shot2026.03 | 96.2 | |
| CENTS (GPT-4o)Category=Zero-shot2026.03 | 94.7 | |
| CENTS (GPT-4o-mini)Category=Zero-shot2026.03 | 92.4 | |
| Doduo (BERT)Category=Supervised (Reference)2026.03 | 91.1 | |
| GPT-3.5-basedCategory=Zero-shot2026.03 | 89.4 | |
| CENTS (GPT-3.5)Category=Zero-shot2026.03 | 88 | |
| ArcheTypeFT (Llama-7B)Category=Supervised (Reference)2026.03 | 88 | |
| Chorus (GPT-3.5)Category=Zero-shot2026.03 | 83.4 |