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Benchmarks
Text-to-Cypher generation on PIPE-Cypher 296-example (held-out)
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26.9
Mean Accuracy
PIPE-Cypher
2.668
8.959
15.25
21.541
Jun 7, 2026
Mean Accuracy
Best Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean Accuracy
Best Accuracy
PIPE-Cypher
Condition=Ordered, Sig...
2026.06
26.9
99.3
PIPE-Cypher
Condition=Random, Sig....
2026.06
26.7
98.6
PIPE-Cypher
Condition=No-signature...
2026.06
20
82.8
PIPE-Cypher
Condition=Zero-shot, S...
2026.06
3.6
20.3
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