ResearchBenchmarksDownstream accuracy extrapolation on HellaSwagDownstream accuracy extrapolation on HellaSwagFollow0.003RMSEProxy-0.001080.026460.0540.08154May 18, 2026Evaluation resultsMethodMethodLinksRMSEProxyPredictor=ProxyPredictor=Proxy2026.050.003CE LossPredictor=CE LossPredictor=CE Loss2026.050.094ComputePredictor=ComputePredictor=Compute2026.050.105