ResearchBenchmarksHard-negative Selectivity on Custom COCO Flickr30K annotation poolFollow95.07Object Negative SelectivityGraSP-VL21.344440.484759.62578.7653May 18, 2026Evaluation ResultsMethodMethodLinksObject Negative SelectivityAttribute Negative SelectivityRelation Negative SelectivityFull Negative SelectivityGraSP-VLPrefix=D/2 (256)Prefix=D/2 (256)2026.0595.0793.7495.896.6GraSP-VLPrefix=D/4 (128)Prefix=D/4 (128)2026.0590.8190.4796.5493.54GraSP-VLPrefix=D/8 (64)Prefix=D/8 (64)2026.0587.8188.4151.788.07GraSP-VLPrefix=D/16 (32)Prefix=D/16 (32)2026.0577.4863.6945.984.21GraSP-VLPrefix=D (512)Prefix=D (512)2026.0524.1817.0652.196.87