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Column Type Annotation on Efthymiou Cross-Domain
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88.9
F1 Score
ZTab-pri (Llama3.1-70B,Qwen2.5-7B)
16.932
35.616
54.3
72.984
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
88.9
Llama3.1-70B-based
Category=Zero-shot
2026.03
87.3
ZTab-pri (Llama3.1-70B,Mistral-7B)
Category=Zero-shot
2026.03
85.4
ZTab-pri (Llama3.1-70B,Llama-7B)
Category=Zero-shot
2026.03
80.3
ZTab-pri (Llama3.1-70B,Qwen-1.5B)
Category=Zero-shot
2026.03
78.6
GPT-20B-based
Category=Zero-shot
2026.03
73.1
TableLlama (Llama-7B)
Category=Zero-shot
2026.03
68.9
ArcheTypeZS (T5)
Category=Zero-shot
2026.03
67.7
HNN (Deep learning)
Category=Supervised (R...
2026.03
65
Doduo (BERT)
Category=Supervised (R...
2026.03
63.2
ColNet (Deep learning)
Category=Supervised (R...
2026.03
61.9
Jellyfish (Mistral-7B)
Category=Zero-shot
2026.03
58.9
ArcheTypeFT (Llama-7B)
Category=Supervised (R...
2026.03
53
GPT-120B-based
Category=Zero-shot
2026.03
19.7
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