Column Type Annotation on PublicBI to VizNet transfer 864 col 5.9% (low4)
0.814SW F1LakeHopper(S)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LakeHopper(S)Method Variant=Stochastic2026.02 | 0.814 | 0.558 | |
| LakeHopper(R)Method Variant=Reinforcement Learning2026.02 | 0.793 | 0.522 | |
| LakeHopper(R)Method Variant=Reinforcement Learning, Verification Strategy=GPT-4o verification2026.02 | 0.786 | 0.489 | |
| LakeHopper(D)Method Variant=Deterministic2026.02 | 0.783 | 0.486 | |
| LakeHopper(R)Method Variant=Reinforcement Learning, Verification Strategy=LLM verification2026.02 | 0.764 | 0.489 | |
| RECA2026.02 | 0.749 | 0.312 | |
| DODUO2026.02 | 0.742 | 0.416 | |
| Sudowoodo2026.02 | 0.724 | 0.427 | |
| TABBIE2026.02 | 0.709 | 0.315 | |
| Sherlock2026.02 | 0.591 | 0.345 |