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Semantic Type Annotation on SOTAB dbp
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85.2
Micro-F1
Doduo (BERT)
52.44
60.945
69.45
77.955
Mar 12, 2026
Micro-F1
Updated 1mo ago
Evaluation Results
Method
Method
Links
Micro-F1
Doduo (BERT)
Category=Supervised (R...
2026.03
85.2
ArcheTypeFT (Llama-7B)
Category=Supervised (R...
2026.03
83.6
ZTab-per (GPT-4.1-mini,GPT-4.1-mini)
Category=Zero-shot
2026.03
79.3
ZTab-per (GPT-4o,GPT-4o)
Category=Zero-shot
2026.03
78.9
ZTab-per (GPT-4o-mini,GPT-4o-mini)
Category=Zero-shot
2026.03
77.6
ZTab-per (GPT-3.5,GPT-3.5)
Category=Zero-shot
2026.03
77.4
CENTS (GPT-4o)
Category=Zero-shot
2026.03
74.5
CENTS (GPT-4.1-mini)
Category=Zero-shot
2026.03
73.6
GPT-3.5-based
Category=Zero-shot
2026.03
70
Chorus (GPT-3.5)
Category=Zero-shot
2026.03
64.8
CENTS (GPT-4o-mini)
Category=Zero-shot
2026.03
61.1
CENTS (GPT-3.5)
Category=Zero-shot
2026.03
53.7
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