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Query Generation on Semantic Variants subset

98AccuracyGemini
94.04895.07496.197.126Apr 3, 2026

Evaluation results

MethodLinks
GeminiMode=Zero-shot, Structured prompts=true2026.0498020
DeepSeek R1Mode=Zero-shot, Structured prompts=true2026.0497.200.22.6
GPT4Mode=Zero-shot, Structured prompts=true2026.0497.200.42.4
GrokMode=Zero-shot, Structured prompts=true2026.0497003
DeepSeek R1-Distill-8B fine-tuned with QLoRAMode=Fine-tuned2026.0494.2005.8