Papers › KGCODE-Tab Results for SemTab 2022
KGCODE-Tab Results for SemTab 2022
Xinhe Li, Shuxin Wang, Wei Zhou, Gongrui Zhang, Chenghuan Jiang, Tianyu Hong and Peng Wang
This paper presents the results of KGCODE-Tab in the tabular data to knowledge graph matching contest SemTab 2022. As an efficient tabular data linking system, KGCODE-Tab is intended to participate in three tasks of the content: Column Type Annotation (CTA), Cell Entity Annotation (CEA), and Columns Property Annotation (CPA). The specific techniques used by KGCODE-Tab will be introduced briefly. The strengths and weaknesses of KGCODE-Tab will also be discussed.
Code
No code repository is listed for this paper in the archive or in Syntology's graph.
Code Syntology ran Syntology
Not run by Syntology. Nothing on this page verifies that the listed code works.
Tasks
Results from the paper archive 2025-07-28
| Task | Dataset | Model | Metric | Value | Rank at snapshot | Leaderboard | Report |
|---|---|---|---|---|---|---|---|
| Cell Entity Annotation | BiodivTab | KGCODE-Tab | F1 (%) | 91.1 | #1 of 5 | Archive leaderboard | report |
| Cell Entity Annotation | ToughTables-DBP | KGCODE-Tab | F1 (%) | 82.7 | #2 of 5 | Archive leaderboard | report |
| Column Type Annotation | BiodivTab | KGCODE-Tab | F1 (%) | 86.7 | #1 of 6 | Archive leaderboard | report |
| Column Type Annotation | GitTables-SemTab-DBP | KGCODE-Tab | F1 (%) | 58.7 | #1 of 3 | Archive leaderboard | report |
| Column Type Annotation | GitTables-SemTab-SCH | KGCODE-Tab | F1 (%) | 69.3 | #1 of 2 | Archive leaderboard | report |
| Column Type Annotation | ToughTables-DBP | KGCODE-Tab | F1 (%) | 48 | #1 of 6 | Archive leaderboard | report |
| Column Type Annotation | ToughTables-WD | KGCODE-Tab | F1 (%) | 54.3 | #4 of 5 | Archive leaderboard | report |
Ranks are positions in the archive's leaderboards as they stood at the 2025-07-28 snapshot. Results published since then are not among these rows, so a rank here is not a current standing.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections