ResearchBenchmarksBox Detection on COCO (AP, APo)Box Detection on COCO (AP, APo)Follow58.3APAPE-D37.39642.82348.2553.677Nov 20, 2025Evaluation resultsMethodMethodLinksAPAPoAPE-D2025.1158.3—SAM 32025.1156.455.7DINO-X2025.1156—LLMDet-L2025.1155.649.8LLMDet-B2025.1154.239.4gDino-B2025.1152.545.5OWLv2*partially trained on L...partially trained on LVIS=true2025.1146.123.9gDino-T2025.1145.735.3OWLv22025.1138.242.4