Column Type Annotation on PublicBI to VizNet transfer 4.2% (614 col) (low3)
77.6SW F1LakeHopper(S)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LakeHopper(S)Method Variant=Stochastic2026.02 | 77.6 | 44.6 | |
| LakeHopper(R)Method Variant=Reinforcement Learning, Verification Strategy=GPT-4o verification2026.02 | 75 | 42.7 | |
| LakeHopper(R)Method Variant=Reinforcement Learning2026.02 | 74.9 | 50.6 | |
| LakeHopper(D)Method Variant=Deterministic2026.02 | 74.6 | 42.5 | |
| LakeHopper(R)Method Variant=Reinforcement Learning, Verification Strategy=LLM verification2026.02 | 72.3 | 42.2 | |
| RECA2026.02 | 71.6 | 30.3 | |
| Sudowoodo2026.02 | 70.5 | 37.4 | |
| DODUO2026.02 | 64.4 | 28 | |
| TABBIE2026.02 | 63.7 | 27.8 | |
| Sherlock2026.02 | 55.8 | 30.3 |