ResearchBenchmarksImage Captioning on UMDFollow70CIDErMDSE52.3256.9161.566.09Dec 9, 2025Evaluation ResultsMethodMethodLinksCIDErSPICEMDSEtraining_mode=fine-tunedtraining_mode=fine-tuned2025.127053Qwen-2.5training_mode=fine-tunedtraining_mode=fine-tuned2025.126651BLIP-2training_mode=fine-tunedtraining_mode=fine-tuned2025.126250LLaVAtraining_mode=fine-tunedtraining_mode=fine-tuned2025.125947Florencetraining_mode=fine-tunedtraining_mode=fine-tuned2025.125847Flamingotraining_mode=fine-tunedtraining_mode=fine-tuned2025.125342