Column Type Annotation on VizNet to Semtab 2019 (100% (5450 col))
0.82SW F1LakeHopper(R)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LakeHopper(R)Verification=GPT-4o verification2026.02 | 0.82 | 0.621 | |
| LakeHopper(D)Method variant=Deterministic (D)2026.02 | 0.819 | 0.622 | |
| LakeHopper(R)Method variant=Reasoning (R)2026.02 | 0.819 | 0.643 | |
| RECA2026.02 | 0.818 | 0.613 | |
| DODUO2026.02 | 0.808 | 0.608 | |
| LakeHopper(R)Verification=-LLM verification2026.02 | 0.796 | 0.592 | |
| LakeHopper(S)Method variant=Semantic (S)2026.02 | 0.768 | 0.58 | |
| TABBIE2026.02 | 0.765 | 0.568 | |
| Sudowoodo2026.02 | 0.763 | 0.544 | |
| Sherlock2026.02 | 0.637 | 0.424 |