Beyond Benchmarks: Why AI Evaluation Needs a Reality Check
If you have been following AI these days, you have likely seen headlines reporting the breakthrough achievements of AI models achieving benchmark records. From ImageNet image recognition tasks to achieving superhuman scores in translation and medical image diagnostics, benchmarks have long been the gold standard for measuring AI performance. However, as impressive as these numbers […]
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