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Column Type Annotation on T2D Cross-Domain

96.6F1 Score

HNN (Deep learning)

Updated 1mo ago

Evaluation Results

Method	Links
HNN (Deep learning) 2026.03		96.6
ZTab-pri (Llama3.1-70B,Qwen2.5-7B) 2026.03		96.2
Llama3.1-70B-based 2026.03		94.7
ColNet (Deep learning) 2026.03		94.7
ZTab-pri (Llama3.1-70B,Mistral-7B) 2026.03		93.5
ZTab-pri (Llama3.1-70B,Qwen-1.5B) 2026.03		92
Doduo (BERT) 2026.03		91.1
ZTab-pri (Llama3.1-70B,Llama-7B) 2026.03		90.4
ArcheTypeFT (Llama-7B) 2026.03		88
ArcheTypeZS (T5) 2026.03		81.6
TableLlama (Llama-7B) 2026.03		78.2
Jellyfish (Mistral-7B) 2026.03		76.7
GPT-20B-based 2026.03		64
GPT-120B-based 2026.03		15.1