ResearchBenchmarksImage Captioning Evaluation on OID Rated Image CaptionFollow62.42AccuracyMistral42.50447.674552.84558.0155Feb 10, 2026Evaluation ResultsMethodMethodLinksAccuracyF1 ScoreKappaMCCMistral2026.0262.4255.3517.4121.28MILE-RefHumEval2026.0258.9157.9722.4426.67InternVL2026.0257.3156.8513.813.84GPT2026.0256.9654.9919.9726.05Gemma2026.0256.6355.3118.622.82QwenVL2026.0250.9246.0910.817.69ClipScore2026.0243.2730.370.142.23