ResearchBenchmarksOptimization Token Usage on MMLU-Pro (test)Optimization Token Usage on MMLU-Pro (test)Follow778Optimization Token Usage (k)ETGPO617.721,699.612,781.53,863.39Feb 1, 2026Evaluation resultsMethodMethodLinksOptimization Token Usage (k)ETGPOBackbone=DeepSeek-V3.1...Backbone=DeepSeek-V3.1, Optimizer=GPT-4.12026.02778GEPABackbone=DeepSeek-V3.1...Backbone=DeepSeek-V3.1, Optimizer=GPT-4.12026.023,300MIPROv2Backbone=DeepSeek-V3.1...Backbone=DeepSeek-V3.1, Optimizer=GPT-4.12026.024,785