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55.9AccuracyQwen3-4B-it-CoT
Evaluation results
| Method | Links | |
|---|---|---|
| Qwen3-4B-it-CoTBackbone=Qwen3-4B-it, Inference Mode=Chain-of-Thought2026.04 | 55.9 | |
| Qwen3-4B-it-NSHA-HCALBackbone=Qwen3-4B-it, Alignment=NSHA-HCAL2026.04 | 51.9 | |
| Qwen3-4B-it-NSBackbone=Qwen3-4B-it, Inference Mode=Neuro-Symbolic2026.04 | 51.8 | |
| Qwen3-4B-itBackbone=Qwen3-4B-it2026.04 | 51.6 | |
| Qwen3-4B-it-NSHA-DPOBackbone=Qwen3-4B-it, Alignment=NSHA-DPO2026.04 | 50.6 | |
| Qwen3-4B-it-NSHA-SFTBackbone=Qwen3-4B-it, Alignment=NSHA-SFT2026.04 | 44.2 | |
| Llama3.1-8B-NSBackbone=Llama3.1-8B, Inference Mode=Neuro-Symbolic2026.04 | 12.8 | |
| Llama3.1-8B-NSHA-HCALBackbone=Llama3.1-8B, Alignment=NSHA-HCAL2026.04 | 11 | |
| Llama3.1-8B-CoTBackbone=Llama3.1-8B, Inference Mode=Chain-of-Thought2026.04 | 10.1 | |
| Llama3.1-8BBackbone=Llama3.1-8B2026.04 | 7.6 | |
| Llama3.1-8B-NSHA-DPOBackbone=Llama3.1-8B, Alignment=NSHA-DPO2026.04 | 5.3 | |
| Llama3.1-8B-NSHA-SFTBackbone=Llama3.1-8B, Alignment=NSHA-SFT2026.04 | 4.5 |