Retrieval on Skills set
83.7System Precision@kExample Synthesis
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Example Synthesisk=20, type=neural embedding-based2026.02 | 83.7 | 92.6 | 93.7 | |
| Shorthandk=20, type=neural embedding-based2026.02 | 81.5 | 92.5 | 91.6 | |
| Rephrasingk=20, type=neural embedding-based2026.02 | 77.5 | 93.3 | 90.8 | |
| Originalk=20, type=neural embedding-based2026.02 | 76.8 | 92.3 | 91.1 | |
| BM25k=202026.02 | 65.4 | 78 | 82.3 | |
| Randomk=202026.02 | 31 | 39.6 | 62.8 |