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39.8AccuracyQwen3-4B-it-CoT
Evaluation results
| Method | Links | |
|---|---|---|
| Qwen3-4B-it-CoTBackbone=Qwen3-4B-it, Inference Mode=Chain-of-Thought2026.04 | 39.8 | |
| Qwen3-4B-it-NSHA-DPOBackbone=Qwen3-4B-it, Alignment=NSHA-DPO2026.04 | 36.9 | |
| Qwen3-4B-it-NSHA-HCALBackbone=Qwen3-4B-it, Alignment=NSHA-HCAL2026.04 | 36.3 | |
| Qwen3-4B-it-NSBackbone=Qwen3-4B-it, Inference Mode=Neuro-Symbolic2026.04 | 36.2 | |
| Qwen3-4B-it-NSHA-SFTBackbone=Qwen3-4B-it, Alignment=NSHA-SFT2026.04 | 31.6 | |
| Llama3.1-8B-NSBackbone=Llama3.1-8B, Inference Mode=Neuro-Symbolic2026.04 | 12.7 | |
| Llama3.1-8B-NSHA-HCALBackbone=Llama3.1-8B, Alignment=NSHA-HCAL2026.04 | 11.5 | |
| Llama3.1-8B-CoTBackbone=Llama3.1-8B, Inference Mode=Chain-of-Thought2026.04 | 9.2 | |
| Llama3.1-8BBackbone=Llama3.1-8B2026.04 | 7.8 | |
| Llama3.1-8B-NSHA-DPOBackbone=Llama3.1-8B, Alignment=NSHA-DPO2026.04 | 5 | |
| Llama3.1-8B-NSHA-SFTBackbone=Llama3.1-8B, Alignment=NSHA-SFT2026.04 | 4.1 | |
| Qwen3-4B-itBackbone=Qwen3-4B-it2026.04 | 1.9 |