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Multiple Choice Question Answering on CTIBench MCQA

0.819ScoreGPT-5
0.479960.567980.6560.74402Jan 28, 2026

Evaluation results

MethodLinks
GPT-5Model Group=frontier OpenAI API models, Trials=52026.010.819
GPT-4.1Model Group=frontier OpenAI API models, Trials=52026.010.76
GPT-5-MiniModel Group=frontier OpenAI API models, Trials=52026.010.753
o3-MiniModel Group=frontier OpenAI API models, Trials=52026.010.716
GPT-OSS-120BModel Group=GPT-OSS models, Number of Parameters=120B, Trials=52026.010.714
Llama-Primus-Nemotron-70B-InstructModel Group=Llama-family and cybersecurity-specialized, Number of Parameters=70B, Trials=52026.010.705
Llama-3.3-70B-InstructModel Group=Llama-family and cybersecurity-specialized, Number of Parameters=70B, Trials=52026.010.692
Foundation-Sec-8B-ReasoningModel Group=our reasoning model, Number of Parameters=8B, Trials=52026.010.691
GPT-5-NanoModel Group=frontier OpenAI API models, Trials=52026.010.688
Qwen-3-14BModel Group=smaller specialized models, Number of Parameters=14B, Trials=52026.010.664
Phi-4Model Group=smaller specialized models, Trials=52026.010.658
GPT-OSS-20BModel Group=GPT-OSS models, Number of Parameters=20B, Trials=52026.010.655
Foundation-Sec-8B-InstructModel Group=Llama-family and cybersecurity-specialized, Number of Parameters=8B, Trials=52026.010.65
Qwen-3-8BModel Group=smaller specialized models, Number of Parameters=8B, Trials=52026.010.649
Llama-3.1-8B-InstructModel Group=Llama-family and cybersecurity-specialized, Number of Parameters=8B, Trials=52026.010.607
Llama-Primus-MergedModel Group=Llama-family and cybersecurity-specialized, Trials=52026.010.604
DeepHat-V1-7BModel Group=smaller specialized models, Number of Parameters=7B, Trials=52026.010.493