ResearchBenchmarksEmotion Extraction on MECAD (official split)Follow72.97PrecisionRPCL69.153270.144171.13572.1259Jun 17, 2026Evaluation ResultsMethodMethodLinksPrecisionRecallF1 ScoreRPCLModalities=T+A+VModalities=T+A+V2026.0672.9752.9561.37M3HGModalities=TModalities=T2026.0672.3467.8470.02GPT-4oModalities=TModalities=T2026.0671.4163.6967.33SHARKModalities=TModalities=T2026.0669.367.0268.14