ResearchBenchmarksEmotion Extraction on ECF (official split)Follow79.59PrecisionRPCL73.381274.993176.60578.2169Jun 17, 2026Evaluation ResultsMethodMethodLinksPrecisionRecallF1 ScoreRPCLModalities=T+A+VModalities=T+A+V2026.0679.5977.1478.32MECPE-2SModalities=T+AModalities=T+A2026.0676.9181.6879.17HiLoModalities=T+A+VModalities=T+A+V2026.0675.4683.6679.35HeuristicModalities=T+A+VModalities=T+A+V2026.0673.6279.6876.48