ResearchBenchmarksMachine Translation Meta-evaluation on WMT En-De Metrics Shared Task (System-Level) 2023 (test)Machine Translation Meta-evaluation on WMT En-De Metrics Shared Task (System-Level) 2023 (test)Follow98.5AccuracyRATE89.03691.49393.9596.407Jan 12, 2026Evaluation resultsMethodMethodLinksAccuracyPearson Correlation Coefficient (r)RATEType=LLM-as-a-JudgeType=LLM-as-a-Judge2026.0198.599COMETType=Reference-based M...Type=Reference-based Metrics2026.019799GEMBA-MQMType=LLM-as-a-JudgeType=LLM-as-a-Judge2026.019797.3M-MADType=LLM-as-a-JudgeType=LLM-as-a-Judge2026.019797.9EAPromptType=LLM-as-a-JudgeType=LLM-as-a-Judge2026.0193.996.2BLEUType=Reference-based M...Type=Reference-based Metrics2026.0189.491.7