Text-to-Cypher generation on PIPE-Cypher 296-example (held-out)
26.9Mean AccuracyPIPE-Cypher
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PIPE-CypherCondition=Ordered, Sig.=0.8662026.06 | 26.9 | 99.3 | |
| PIPE-CypherCondition=Random, Sig.=0.8542026.06 | 26.7 | 98.6 | |
| PIPE-CypherCondition=No-signature, Sig.=0.0002026.06 | 20 | 82.8 | |
| PIPE-CypherCondition=Zero-shot, Sig.=–2026.06 | 3.6 | 20.3 |