ResearchBenchmarksCaptioning on PerVA DatasetFollow89.5PrecisionRRG61.31668.63375.9583.267Jun 27, 2026Evaluation ResultsMethodMethodLinksPrecisionRecallF1 ScoreRRG2026.0689.587.986.9R2P-QwenBackbone=Qwen2VLBackbone=Qwen2VL2026.067367.767.3RAP-QwenBackbone=Qwen2VLBackbone=Qwen2VL2026.066650.452.8RAP-LLAVABackbone=LLaVABackbone=LLaVA2026.0663.849.551.8RePIC2026.0662.444.348.9