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80AccuracyQwen3-4B-it-CoT
-3.218.44061.6Apr 10, 2026

Evaluation results

MethodLinks
Qwen3-4B-it-CoTBackbone=Qwen3-4B-it, Inference Mode=Chain-of-Thought2026.0480
Qwen3-4B-it-NSBackbone=Qwen3-4B-it, Inference Mode=Neuro-Symbolic2026.0477
Qwen3-4B-it-NSHA-DPOBackbone=Qwen3-4B-it, Alignment=NSHA-DPO2026.0476
Qwen3-4B-it-NSHA-HCALBackbone=Qwen3-4B-it, Alignment=NSHA-HCAL2026.0474.5
Qwen3-4B-it-NSHA-SFTBackbone=Qwen3-4B-it, Alignment=NSHA-SFT2026.0458
Llama3.1-8B-NSHA-HCALBackbone=Llama3.1-8B, Alignment=NSHA-HCAL2026.0432.5
Llama3.1-8B-NSBackbone=Llama3.1-8B, Inference Mode=Neuro-Symbolic2026.0432
Llama3.1-8B-CoTBackbone=Llama3.1-8B, Inference Mode=Chain-of-Thought2026.0430
Llama3.1-8B-NSHA-SFTBackbone=Llama3.1-8B, Alignment=NSHA-SFT2026.046.5
Qwen3-4B-itBackbone=Qwen3-4B-it2026.041
Llama3.1-8BBackbone=Llama3.1-8B2026.040
Llama3.1-8B-NSHA-DPOBackbone=Llama3.1-8B, Alignment=NSHA-DPO2026.040