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Column Type Annotation on Limaye Cross-Domain

92.4F1 Score

ZTab-pri (Llama3.1-70B,Qwen2.5-7B)

Updated 1mo ago

Evaluation Results

Method	Links
ZTab-pri (Llama3.1-70B,Qwen2.5-7B) 2026.03		92.4
Llama3.1-70B-based 2026.03		91.2
ZTab-pri (Llama3.1-70B,Mistral-7B) 2026.03		89.3
GPT-20B-based 2026.03		86.6
TableLlama (Llama-7B) 2026.03		86
ZTab-pri (Llama3.1-70B,Qwen-1.5B) 2026.03		84.7
ZTab-pri (Llama3.1-70B,Llama-7B) 2026.03		83.6
ArcheTypeZS (T5) 2026.03		78.3
Jellyfish (Mistral-7B) 2026.03		78
GPT-120B-based 2026.03		75.4
HNN (Deep learning) 2026.03		74.6
Doduo (BERT) 2026.03		64.5
ColNet (Deep learning) 2026.03		59.7
ArcheTypeFT (Llama-7B) 2026.03		57.6