Column Type Annotation on SOTABsch-s Cross-Ontology
73.1F1 ScoreZTab-pri (Llama3.1-70B,Qwen2.5-7B)
Evaluation Results
| Method | Links | |
|---|---|---|
| ZTab-pri (Llama3.1-70B,Qwen2.5-7B)Category=Zero-shot2026.03 | 73.1 | |
| ZTab-pri (Llama3.1-70B,Mistral-7B)Category=Zero-shot2026.03 | 71.6 | |
| ZTab-pri (Llama3.1-70B,Qwen-1.5B)Category=Zero-shot2026.03 | 67.5 | |
| ZTab-pri (Llama3.1-70B,Llama-7B)Category=Zero-shot2026.03 | 66.7 | |
| Llama3.1-70B-basedCategory=Zero-shot2026.03 | 64.2 | |
| ArcheTypeZS (T5)Category=Zero-shot2026.03 | 48.3 | |
| TableLlama (Llama-7B)Category=Zero-shot2026.03 | 38.1 | |
| Jellyfish (Mistral-7B)Category=Zero-shot2026.03 | 26.7 | |
| GPT-20B-basedCategory=Zero-shot2026.03 | 26.6 | |
| GPT-120B-basedCategory=Zero-shot2026.03 | 15.3 |