ResearchBenchmarksReferring Image Segmentation on refCOCO+ UMD (val)Referring Image Segmentation on refCOCO+ UMD (val)Follow78.8IoUSa2VA-26B59.0464.1769.374.43Feb 10, 2026Evaluation resultsMethodMethodLinksIoUSa2VA-26Btraining=Fine-tuning,...training=Fine-tuning, parameters=26B2026.0278.8VersaViTtraining=Fine-tuningtraining=Fine-tuning2026.0269.4ReLAtraining=Fine-tuningtraining=Fine-tuning2026.0266LISA-7Btraining=Fine-tuning,...training=Fine-tuning, parameters=7B2026.0262.4LAVTtraining=Fine-tuningtraining=Fine-tuning2026.0262.1VISA-7Btraining=Fine-tuning,...training=Fine-tuning, parameters=7B2026.0259.8