Column Type Annotation On Wdc Sotab V2
Metriken
Micro F1
Ergebnisse
Leistungsergebnisse verschiedener Modelle zu diesem Benchmark
Modellname | Micro F1 | Paper Title | Repository |
|---|---|---|---|
| gpt-3.5-turbo-0301-two-step | 89.47 | Column Type Annotation using ChatGPT | |
| TorchicTab | 89.66 | TorchicTab: Semantic Table Annotation with Wikidata and Language Models | - |
| MUT2KG | 32.01 | Semantic Annotation of Tabular Data for Machine-to-Machine Interoperability via Neuro-Symbolic Anchoring | - |
| TSOTSA | 37.05 | Exploring Naive Bayes Classifiers for Tabular Data to Knowledge Graph Matching | - |
| DREIFLUSS | 38.04 | DREIFLUSS: A Minimalist Approach for Table Matching | - |
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