Evaluation Benchmarks for Generative AI Models: From MMLU to Image Fidelity Metrics
MMLU and MMLU-Pro measure AI knowledge but not generation. Image fidelity metrics like FID and CLIP Score judge visual quality, yet none capture real-world performance. True AI evaluation needs open-ended, multi-modal testing.
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