Referring Expression Segmentation

Benchmarks

Dataset Name	SOTA Method	Metric
RefCOCO (testA)		cIoU91.2	315	1d ago
RefCOCO+ (testA)		cIoU91.2	288	1d ago
RefCOCO+ (val)		cIoU91.2	272	5d ago
RefCOCO (val)		cIoU91.2	261	5d ago
RefCOCO (testB)		cIoU92	259	5d ago
RefCOCO+ (testB)		cIoU92.1	256	5d ago
RefCOCOg (val)	FlowSeg	cIoU86.5	172	5d ago
RefCOCOg (test)	FlowSeg	cIoU86.1	166	1d ago
RefCOCOg (val-u)	X-SAM + Phi3 3.8B	cIoU83.8	95	6d ago
RefCOCOg (test-u)	HyperSeg	cIoU78.9	78	6d ago
RefCOCOg UMD (val)	LISA	mIoU69.5	52	6d ago
refCOCO UMD (val)	X-SAM	cIoU85.1	50	3mo ago
RefCOCOg UMD (test-u)	SAFARI	mIoU71.06	46	6d ago
RefCOCO+ UMD (testB)	Learning to Label	Overall IoU50.43	34	6d ago
RefCOCO+ UMD (testA)	Learning to Label	Overall IoU63.74	34	6d ago
RefCOCO+ UMD (val)	Learning to Label	Overall IoU57.95	34	6d ago
RefCOCO UMD (testB)	Learning to Label	Overall IoU62.63	34	6d ago
RefCOCO UMD partition (test A)	Learning to Label	Overall IoU71.53	34	6d ago
RRSIS-D	RemoteAgent	mIoU71.08	27	1mo ago
RefCOCO-g UMD partition (test)	GenMask	oIoU76.5	23	2mo ago
RefCOCO-g UMD partition (val)	GenMask	oIoU75.6	23	2mo ago
RefCOCO+ UMD partition (test B)	GenMask	oIoU68.1	23	2mo ago
RefCOCO+ UMD partition (test A)	GLaMM	oIoU78.7	23	2mo ago
RefCOCO UMD partition (test B)	GenMask	oIoU79.4	23	2mo ago
RefCOCO UNC (val)	GSVA-Llama2-13B	cIoU79.2	20	2mo ago

Showing 25 of 93 rows