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Column Type Annotation on SOTABsch-s Cross-Ontology
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73.1
F1 Score
ZTab-pri (Llama3.1-70B,Qwen2.5-7B)
12.988
28.594
44.2
59.806
Mar 12, 2026
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
ZTab-pri (Llama3.1-70B,Qwen2.5-7B)
Category=Zero-shot
2026.03
73.1
ZTab-pri (Llama3.1-70B,Mistral-7B)
Category=Zero-shot
2026.03
71.6
ZTab-pri (Llama3.1-70B,Qwen-1.5B)
Category=Zero-shot
2026.03
67.5
ZTab-pri (Llama3.1-70B,Llama-7B)
Category=Zero-shot
2026.03
66.7
Llama3.1-70B-based
Category=Zero-shot
2026.03
64.2
ArcheTypeZS (T5)
Category=Zero-shot
2026.03
48.3
TableLlama (Llama-7B)
Category=Zero-shot
2026.03
38.1
Jellyfish (Mistral-7B)
Category=Zero-shot
2026.03
26.7
GPT-20B-based
Category=Zero-shot
2026.03
26.6
GPT-120B-based
Category=Zero-shot
2026.03
15.3
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