The problem is we still don't have any good benchmarks. And the time a benchmark dataset exists is strongly correlated with the rate of overfitting on these benchmarks. Plus, there are also little accidents like this: https://
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atus/1695493641610133600?s=20
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Benchmark Overfitting Problem in Machine Learning Research
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