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Downstream accuracy extrapolation on MMLU

Downstream accuracy extrapolation on MMLU

0.001RMSEProxy

Updated 5mo ago

Evaluation results

Method	Links
Proxy2026.05		0.001
CE Loss2026.05		0.036
Compute2026.05		0.058

State-of-the-art paper

Proxy

Forecasting Downstream Performance of LLMs With Proxy Metrics

Dataset

MMLU

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Related benchmarks

Model Ranking Prediction on Reasoning Tasks Aggregate Model Ranking Prediction on AIME Model Ranking Prediction on GPQA Model Ranking Prediction on HMMT Model Ranking Prediction on MMLU-Pro

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