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Semantic Type Annotation on SOTAB sch-s

96.5Micro-F1

TabEmb

Updated 1mo ago

Evaluation Results

Method	Links
TabEmb 2026.04		96.5
ArcheType 2026.04		91.7
Doduo 2026.04		86.4
ArcheTypeFT (Llama-7B) 2026.03		83
TURL 2026.04		81.7
Doduo (BERT) 2026.03		81.1
ZTab-per (GPT-4o,GPT-4o) 2026.03		78.9
ZTab-per (GPT-4.1-mini,GPT-4.1-mini) 2026.03		78.2
CENTS (GPT-4o) 2026.03		78.1
ZTab-per (GPT-4o-mini,GPT-4o-mini) 2026.03		77.1
ZTab-per (GPT-3.5,GPT-3.5) 2026.03		77
CENTS (GPT-4.1-mini) 2026.03		76
GPT-3.5-based 2026.03		64
Chorus (GPT-3.5) 2026.03		60.3
CENTS (GPT-4o-mini) 2026.03		59.8
Sherlock 2026.04		57.6
CENTS (GPT-3.5) 2026.03		49.7