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Sub-concept Generation on SCAR

47Semantic Match AccuracyLlama-70B
26.231.63742.4May 22, 2026

Evaluation results

MethodLinks
Llama-70BBackground Descriptions=+BG2026.0547
Llama-405BBackground Descriptions=+BG2026.0547
DeepSeek-R1Background Descriptions=+BG2026.0545
Llama-8BBackground Descriptions=+BG2026.0544
Grok-4Background Descriptions=+BG2026.0542
Qwen3-14BBackground Descriptions=+BG2026.0542
GPT-4.1-miniBackground Descriptions=+BG2026.0542
Gemini-2.5Background Descriptions=+BG2026.0542
Qwen3-32BBackground Descriptions=+BG2026.0540
GPT-OSS-20BBackground Descriptions=+BG2026.0539
GPT-OSS-120BBackground Descriptions=+BG2026.0534
GPT-4.1-nanoBackground Descriptions=+BG2026.0534
DeepSeek-R1Background Descriptions=-BG2026.0533
Llama-405BBackground Descriptions=-BG2026.0533
Llama-70BBackground Descriptions=-BG2026.0532
Grok-4Background Descriptions=-BG2026.0531
Qwen3-14BBackground Descriptions=-BG2026.0531
GPT-4.1-miniBackground Descriptions=-BG2026.0531
Qwen3-32BBackground Descriptions=-BG2026.0531
Gemini-2.5Background Descriptions=-BG2026.0529
GPT-OSS-20BBackground Descriptions=-BG2026.0528
GPT-OSS-120BBackground Descriptions=-BG2026.0527
Llama-8BBackground Descriptions=-BG2026.0527
GPT-4.1-nanoBackground Descriptions=-BG2026.0527