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AI 모델 평가를 위한 주요 벤치마크 데이터셋 완전 가이드. 컴퓨터 비전(ImageNet, COCO, ADE20K), NLP(GLUE, SuperGLUE, SQuAD, MMLU), 코드(HumanEval, MBPP), LLM 평가(HELM, MT-Bench)까지 상세히 분석합니다.
Mmlu
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- Published on
MMLU, HellaSwag, HumanEval, BFCL, MTEB 등 주요 AI 벤치마크들이 정확히 무엇을 측정하는지, 각 점수의 의미와 한계, 그리고 실제 활용 시 어떤 벤치마크를 참고해야 하는지 완전히 분석합니다.