ResearchBenchmarksStrategy Selection on Industry-stratified Problem Classes PC1-PC5Follow0.034PC1 ΔGemma-0.001360.007820.0170.02618May 30, 2026Evaluation ResultsMethodMethodLinksPC1 ΔPC2 ΔPC3 ΔPC4 ΔPC5 ΔHits CountGemmaRole=pre-registeredRole=pre-registered2026.050.0340.0600.0960.015SonnetRole=pre-registeredRole=pre-registered2026.050.0110.02300.0630.0045OpenAIRole=auxiliaryRole=auxiliary2026.050.0030.0210.0060.0380.0155QwenRole=pre-registeredRole=pre-registered2026.0500.05100.0750.0085