Referring Expression Segmentation

Benchmarks

Dataset Name	SOTA Method	Metric
RefCOCO (testA)	X-SAM	cIoU87.1	257	9d ago
RefCOCO+ (testA)	SELF1E-SEG-8B	cIoU84.2	230	9d ago
RefCOCO+ (val)	Qwen3VL-SAMTok	cIoU80.2	223	9d ago
RefCOCO (testB)	HiMTok-8B(ft)	cIoU83.5	213	9d ago
RefCOCO (val)	HiMTok-8B(ft)	cIoU85	212	9d ago
RefCOCO+ (testB)	SELF1E-SEG-8B	cIoU77	210	9d ago
RefCOCOg (val)	SELF1E-SEG-8B	cIoU82.1	129	12d ago
RefCOCOg (test)	SELF1E-SEG-8B	cIoU82.8	118	12d ago
RefCOCOg (val-u)	HyperSeg	cIoU79.4	89	1mo ago
RefCOCOg (test-u)	HyperSeg	cIoU78.9	78	1mo ago
refCOCO UMD (val)	X-SAM	cIoU85.1	50	1mo ago
RRSIS-D	RemoteAgent	mIoU71.08	27	9d ago
RefCOCO-g UMD partition (test)	GenMask	oIoU76.5	23	23d ago
RefCOCO-g UMD partition (val)	GenMask	oIoU75.6	23	23d ago
RefCOCO+ UMD partition (test B)	GenMask	oIoU68.1	23	23d ago
RefCOCO+ UMD partition (test A)	GLaMM	oIoU78.7	23	23d ago
RefCOCO UMD partition (test B)	GenMask	oIoU79.4	23	23d ago
RefCOCO UMD partition (test A)	GenMask	oIoU83.3	23	23d ago
RefCOCO UNC (val)	GSVA-Llama2-13B	cIoU79.2	20	1mo ago
RefCOCOg UMD (val)	LISA	mIoU69.5	18	1mo ago
RefCOCO+ UNC (val)	GSVA-Llama2-13B	cIoU70.3	18	1mo ago
RefCOCO UNC (test-A)	GSVA-Llama2-13B	cIoU81.7	18	1mo ago
G-Ref UMD (test)	VLT [6]	cIoU66.22	17	1mo ago
RefCOCO, RefCOCO+, and G-Ref (average)	CoLA	mIoU73.7	16	12d ago
RefCOCOg Google (val)	Tarot-SAM3	gIoU67.2	15	9d ago

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