ResearchBenchmarksOpen-Vocabulary Object Detection on OV-COCO (val)Open-Vocabulary Object Detection on OV-COCO (val)Follow41.3Novel-class mAP50RALF31.00433.67736.3539.023Mar 29, 2026Evaluation resultsMethodMethodLinksNovel-class mAP50RALF2026.0341.3DQUO2026.0339.2PICA2026.0337.5Obj2026.0336.6SIA2026.0335.3CORA2026.0335.1VL-PLM2026.0334.4Baron†Augmentation=Mixup wit...Augmentation=Mixup with DeepCORAL2026.0334.4Baron2026.0334Baron*Augmentation=Mixup wit...Augmentation=Mixup with DDC2026.0333.4R.CLIP2026.0331.4