Open-Vocabulary Segmentation

Benchmarks

Dataset Name	SOTA Method	Metric
Cityscapes	SegEarth-OV3	mIoU69.7	49	3d ago
Pascal VOC 21 2012 (val)	CONCEPTBANK	mIoU87.1	27	3d ago
Pascal Context 60 (val)	CONCEPTBANK	mIoU56.5	26	3d ago
ADE20K (ADE) (val)	CONCEPTBANK	mIoU43.3	25	3d ago
COCO-Object (COCO-O) (val)	CONCEPTBANK	mIoU67.9	25	3d ago
Pascal VOC 20 2012 (val)	CONCEPTBANK	mIoU97.4	23	3d ago
iSAID	RSKT-Seg	mIoU54.3	21	3d ago
Vaihingen	CONCEPTBANK	mIoU63	21	3d ago
Potsdam	Oracle	mIoU74.3	21	3d ago
LoveDA	Oracle	mIoU50	21	3d ago
COCO Object	OVDiff	mIoU34.8	20	3d ago
PASCAL Context	INSIGHT_thres	mIoU33.2	20	3d ago
Natural-scene (NS) benchmark suite V21, PC60, COCO-O, V20, PC59, COCO-S, City, ADE	CONCEPTBANK	V21 mIoU (with background)87.1	18	3d ago
ADE20K	INSIGHT_thres	mIoU20.4	18	3d ago
iSAID (test)	RSKT-Seg	mIoU54.3	14	3d ago
Vaihingen (test)	CONCEPTBANK	mIoU63	14	3d ago
Potsdam (test)	CONCEPTBANK	mIoU60.5	14	3d ago
LoveDA (test)	CONCEPTBANK	mIoU49.4	14	3d ago
PC59 OV	HyperSeg	mIoU64.6	12	3d ago
Pascal VOC	ProMaC	mIoU59.3	12	3d ago
ADE-OV	MaskCLIP	mIoU23.7	6	3d ago
ADE20K-150 -> KITTI-360	OpenDAS	W-F147.1	6	3d ago
ADE20K-150 -> ScanNet++ Offices	OpenDAS	W-F123	6	3d ago
ScanNet++ Offices	OpenDAS	W-F140.2	6	3d ago
ScanNet Source View	C3G	LSeg mIoU54.2	5	3d ago

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