ResearchBenchmarksOpen-Vocabulary Semantic Segmentation on Context60Open-Vocabulary Semantic Segmentation on Context60Follow42mIoUOVS-DINO17.76824.05930.3536.641Apr 9, 2026Evaluation resultsMethodMethodLinksmIoUOVS-DINOBackbone=DINOv2 B/14Backbone=DINOv2 B/142026.0442DSGSBackbone=CLIP B/16Backbone=CLIP B/162026.0440.8Talk2DINOBackbone=DINOv2 B/14Backbone=DINOv2 B/142026.0435.1CLIP-DINOiserBackbone=CLIP B/16Backbone=CLIP B/162026.0432.4TCLBackbone=CLIP B/16Backbone=CLIP B/162026.0424.3CoDeBackbone=CLIP B/16Backbone=CLIP B/162026.0423.1ReCoBackbone=CLIP B/16Backbone=CLIP B/162026.0419.9GroupViTBackbone=CLIP S/16Backbone=CLIP S/162026.0418.7