ResearchBenchmarksReferring Image Segmentation on refCOCO UMD (testA)Referring Image Segmentation on refCOCO UMD (testA)Follow81.2IoUVersaViT75.27276.81178.3579.889Feb 10, 2026Evaluation resultsMethodMethodLinksIoUVersaViTtraining=Fine-tuningtraining=Fine-tuning2026.0281.2ReLAtraining=Fine-tuningtraining=Fine-tuning2026.0276.5LISA-7Btraining=Fine-tuning,...training=Fine-tuning, parameters=7B2026.0276.5LAVTtraining=Fine-tuningtraining=Fine-tuning2026.0275.8VISA-7Btraining=Fine-tuning,...training=Fine-tuning, parameters=7B2026.0275.5