Mathematical Reasoning on Olympiad (LLM Trust Score)
97.6LLM Trust ScoreDecepChain
Evaluation Results
| Method | Links | |
|---|---|---|
| DecepChainBackbone=Llama-3.2-3B-Instruct2025.09 | 97.6 | |
| DecepChainBackbone=Qwen2.5-Math-7B2025.09 | 94.47 | |
| DecepChainBackbone=DeepSeek-R1-Distill-Qwen-1.5B2025.09 | 89.6 | |
| DecepChainBackbone=Qwen2.5-Math-1.5B2025.09 | 83.92 | |
| BadChainBackbone=Qwen2.5-Math-7B2025.09 | 75.04 | |
| BadNetBackbone=Qwen2.5-Math-7B2025.09 | 68.71 | |
| BadNetBackbone=Llama-3.2-3B-Instruct2025.09 | 68.7 | |
| BadNetBackbone=Qwen2.5-Math-1.5B2025.09 | 66.64 | |
| DTCoTBackbone=Qwen2.5-Math-7B2025.09 | 53.16 | |
| BadChainBackbone=DeepSeek-R1-Distill-Qwen-1.5B2025.09 | 50.73 | |
| DTCoTBackbone=DeepSeek-R1-Distill-Qwen-1.5B2025.09 | 50.07 | |
| BadChainBackbone=Qwen2.5-Math-1.5B2025.09 | 36.62 | |
| DTCoTBackbone=Qwen2.5-Math-1.5B2025.09 | 29.48 | |
| BadNetBackbone=DeepSeek-R1-Distill-Qwen-1.5B2025.09 | 27.6 | |
| BadChainBackbone=Llama-3.2-3B-Instruct2025.09 | 1.27 | |
| DTCoTBackbone=Llama-3.2-3B-Instruct2025.09 | 1.24 |