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Tool-use Factuality Evaluation on Entity Task

88Factuality ScoreQwen3-30B-A3B
54.7263.367280.64May 1, 2026
Updated 6mo ago

Evaluation results

MethodLinks
Qwen3-30B-A3BExperimental Setup=Optimized2026.0588252
Qwen-3-30B-ITExperimental Setup=Optimized2026.0587284
Llama3.2-3B-ITExperimental Setup=Optimized2026.0587249
Gemma3-27B-ITExperimental Setup=Optimized2026.0585297
Mistral3.1-24B-ITExperimental Setup=Optimized2026.0585345
GPT-OSS-120BExperimental Setup=Optimized2026.0583300
Qwen-3-30B-ITExperimental Setup=Always Tool2026.0582500
Qwen-3-30B-ITExperimental Setup=Self-decided2026.0582452
Qwen3-30B-A3BExperimental Setup=Self-decided2026.0581342
Qwen3-30B-A3BExperimental Setup=LNE2026.0581329
Qwen-3-30B-ITExperimental Setup=LNE2026.0581339
Qwen-3-30B-ITExperimental Setup=LUEx,d2026.0581271
Mistral3.1-24B-ITExperimental Setup=Always Tool2026.0581500
Qwen3-30B-A3BExperimental Setup=Always Tool2026.0580500
Gemma3-27B-ITExperimental Setup=Always Tool2026.0580500
Gemma3-27B-ITExperimental Setup=Self-decided2026.0580462
Mistral3.1-24B-ITExperimental Setup=LUEx,d2026.0580263
Llama3.2-3B-ITExperimental Setup=Always Tool2026.0580500
Qwen3-30B-A3BExperimental Setup=LUEx2026.0579249
Qwen-3-30B-ITExperimental Setup=LUEx2026.0579306
Mistral3.1-24B-ITExperimental Setup=Self-decided2026.0579172
Llama3.2-3B-ITExperimental Setup=LNE2026.0579429
GPT-OSS-120BExperimental Setup=Always Tool2026.0578500
GPT-OSS-120BExperimental Setup=LNE2026.0578351
Qwen3-30B-A3BExperimental Setup=LUEx,d2026.0578248
Gemma3-27B-ITExperimental Setup=LUEx,d2026.0578308
Mistral3.1-24B-ITExperimental Setup=LNE2026.0578279
Llama3.2-3B-ITExperimental Setup=LUEx2026.0578383
Llama3.2-3B-ITExperimental Setup=LUEx,d2026.0578354
GPT-OSS-120BExperimental Setup=LUEx2026.0577341
Mistral3.1-24B-ITExperimental Setup=LUEx2026.0577267
GPT-OSS-120BExperimental Setup=LUEx,d2026.0575293
Gemma3-27B-ITExperimental Setup=LNE2026.0575292
Gemma3-27B-ITExperimental Setup=LUEx2026.0575284
Llama3.2-3B-ITExperimental Setup=Self-decided2026.0574340
GPT-OSS-120BExperimental Setup=Self-decided2026.0573152
Mistral3.1-24B-ITExperimental Setup=No Tool2026.05720
Qwen3-30B-A3BExperimental Setup=No Tool2026.05700
Qwen-3-30B-ITExperimental Setup=No Tool2026.05680
GPT-OSS-120BExperimental Setup=No Tool2026.05610
Gemma3-27B-ITExperimental Setup=No Tool2026.05600
Llama3.2-3B-ITExperimental Setup=No Tool2026.05560