benchgap
Calibration

Vals MMLU-Pro → Vals GPQA Diamond

Vals GPQA Diamond is estimated from Vals MMLU-Pro with a Hill curve fitted on 55 models measured on both: y = 0.0000 + (1.2000 − 0.0000)·x^6.00 / (0.73519^6.00 + x^6.00), R² = 0.77, cross-validated error 3.8 pp. It is used for 1 estimate.

Estimated modelVals MMLU-ProVals GPQA DiamondSource
Muse Spark 1.288.3%90.0%estimated ± 3.8 pp, high confidence