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Text2Cypher on PIPE-Cypher 296-example (local evaluation set)

20.3Execution Accuracy (Zero)

neo4j/Gemma-2-9B Text2Cypher LoRA

Updated 1mo ago

Evaluation Results

Method	Links
neo4j/Gemma-2-9B Text2Cypher LoRA 2026.06		20.3	98.3	69.9	98.1	0.9
Qwen3.5-9B 2026.06		18.9	99.3	82.8	98.6	0.7
Qwen2.5-Coder-7B-Instruct 2026.06		0.7	98.3	66.9	97.2	0.2
aigentx/Llama-3.1-8B Cypher LoRA 2026.06		0	0	0	0	0
aigentx/Llama-3.1-8B Cypher mixed LoRA 2026.06		0	0	0	0	0
Azzedde/llama3.1-8b-text2cypher 2026.06		0	0	0	0	0
Gemma-2-9B-IT 2026.06		0	0	0	0	0
neo4j/Gemma-3-4B Text2Cypher 2026.06		0	0	0	0	0
projectwilsen/Llama-3.1-8B Text2Cypher LoRA 2026.06		0	0	0	0	0
Saiprasanth15/Llama-3.1-8B Text2Cypher LoRA 2026.06		0	0	0	0	0
tomasonjo/text2cypher-demo-16bit 2026.06		0	0	0	0	0