Referring Expression Grounding

Benchmarks

Dataset Name	SOTA Method	Metric
RefCOCO (testB)	MM1.5-30B	Accuracy89.5	41	4d ago
RefCOCO (testA)	Ferret-V2-13B	Accuracy95	41	4d ago
RefCOCOg (test)	Ferret-V2-13B	Accuracy90	37	4d ago
RefCOCO+ (testB)	MM1.5-30B	Accuracy83.5	23	4d ago
RefCOCO+ (testA)	Ferret-V2-7B	Accuracy92.8	23	4d ago
Ferret-Bench	MM1.5-30B	Accuracy (avg)77.1	18	4d ago
LVIS-Ref	Ferret-V2-13B	Accuracy (Box)87.7	18	4d ago
RefCOCOg (val)	Argus-X3-8B	Accuracy (IoU=0.5)86.7	14	4d ago
RefCOCO+ (val)	Argus-X3-8B	Acc@0.584.7	14	4d ago
RefCOCO UMD (val)	G-DINO	Acc@0.590.6	14	4d ago
RefCOCO RefCOCO+ RefCOCOg		Accuracy46.13	10	4d ago
RefCOCOg UMD (test)	VILLA-large	Accuracy88.97	8	4d ago
RefCOCOg UMD (val)	VILLA-large	Accuracy88.42	8	4d ago
OCID-Ref	VC-1	Accuracy (Overall)94.6	7	4d ago
RefCOCO-g (Google)		Accuracy89.22	7	4d ago
RefCOCO+		Accuracy88.77	7	4d ago
RefCOCO		Accuracy92.64	7	4d ago
Ref-COCO+ testA + testB (test)	Ours_SAT->ST	Accuracy74.22	7	4d ago
MedSG	MedMO-8B	IoU (%)70.1	6	4d ago
Google-Ref (test)	Compositional Modular Networks	P@169.3	6	4d ago
AerialVG	OTA-Det-M	Acc@0.554.9	5	4d ago
VizWizG (test-dev)	Flamingo	IoU65.7	5	4d ago
Ref-COCO testA + testB (test)	Ours_SAT->ST	Accuracy81.2	5	4d ago
CLEVR-Ref	LEFT	Accuracy100	4	4d ago
RefCLEF (test)	Ours	Accuracy65.48	4	4d ago

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