Open Vocabulary Semantic Segmentation

Benchmarks

Dataset Name	SOTA Method	Metric
Pascal VOC 20	ESC-Net	mIoU98.3	62	3d ago
COCOStuff (val)	CONCEPTBANK	mIoU46.4	60	3d ago
ADE-847	ESC-Net	mIoU18.1	59	3d ago
Pascal Context PC-59		mIoU68.68	57	3d ago
ADE20K A-150		mIoU53.99	54	3d ago
Cityscapes (val)	CONCEPTBANK	mIoU75.1	37	3d ago
PC-459	MROVSeg	mIoU24.1	34	3d ago
PASCAL Context 59 (val)	CONCEPTBANK	mIoU63	32	3d ago
Pascal VOC 2012 (val)	SegEarth-OV3	mIoU96.8	28	3d ago
ADE20K without background	DeCLIP	mIoU2,190	28	3d ago
PASCAL Context Context60 with background	Trident	mIoU40.1	28	3d ago
COCO Stuff without background	SAM-CLIP	mIoU31.5	27	3d ago
COCO Object with background	Trident	mIoU42.2	27	3d ago
Cityscapes without background	Trident	mIoU47.6	26	3d ago
PASCAL-Context PC-459	ESC-Net	mIoU27	24	3d ago
PASCAL Context 59 without background	Trident	mIoU44.3	24	3d ago
PASCAL VOC VOC20 without background 2012	Trident	mIoU88.7	24	3d ago
Pascal Context-59 (test)	CAT-Seg	mIoU62	24	3d ago
ADE20K 150 (test)	SED	mIoU35.2	22	3d ago
PAS-20 Pascal VOC (test)	CAT-Seg	mIoU96.6	20	3d ago
ADE20K-847 (test)	FC-CLIP	mIoU14.8	20	3d ago
Pascal Context-459 (test)	SED	mIoU22.6	19	3d ago
PASCAL VOC VOC21 with background 2012	Trident	mIoU70.8	18	3d ago
ScanNet v2 (test)	FLEG	mIoU47.59	16	3d ago
PASCAL VOC	OVDiff	mIoU67.1	14	3d ago

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