ResearchBenchmarksReferring Image Segmentation on refCOCO UMD (val)Referring Image Segmentation on refCOCO UMD (val)Follow82.5mIoUSa2VA-26B71.99674.72377.4580.177Feb 10, 2026Evaluation resultsMethodMethodLinksmIoUSa2VA-26Btraining=Fine-tuning,...training=Fine-tuning, parameters=26B2026.0282.5VersaViTtraining=Fine-tuningtraining=Fine-tuning2026.0278.8LISA-7Btraining=Fine-tuning,...training=Fine-tuning, parameters=7B2026.0274.1ReLAtraining=Fine-tuningtraining=Fine-tuning2026.0273.8LAVTtraining=Fine-tuningtraining=Fine-tuning2026.0272.7VISA-7Btraining=Fine-tuning,...training=Fine-tuning, parameters=7B2026.0272.4