ResearchBenchmarksMachine Translation Meta-evaluation on WMT En-De Metrics Shared Task Segment-Level 2023 (test)Machine Translation Meta-evaluation on WMT En-De Metrics Shared Task Segment-Level 2023 (test)Follow57.4Accuracy (Test)COMET46.68849.46952.2555.031Jan 12, 2026Evaluation resultsMethodMethodLinksAccuracy (Test)Correlation Coefficient (r)COMETType=Reference-based M...Type=Reference-based Metrics2026.0157.40.432M-MADType=LLM-as-a-JudgeType=LLM-as-a-Judge2026.0155.50.552RATEType=LLM-as-a-JudgeType=LLM-as-a-Judge2026.0152.30.389BLEUType=Reference-based M...Type=Reference-based Metrics2026.01520.192GEMBA-MQMType=LLM-as-a-JudgeType=LLM-as-a-Judge2026.0147.40.429EAPromptType=LLM-as-a-JudgeType=LLM-as-a-Judge2026.0147.10.52