Open Vocabulary Semantic Segmentation

Benchmarks

Dataset Name	SOTA Method	Metric
Pascal VOC 20	ESC-Net	mIoU98.3	113	8d ago
Pascal Context PC-59		mIoU68.68	99	22d ago
COCO Stuff without background	VIP	mIoU33.3	90	21d ago
COCO Object with background	VIP	mIoU47.4	87	21d ago
Cityscapes	VIP	mIoU55.7	81	14d ago
ADE20K	VIP	mIoU29.1	80	14d ago
ADE20K A-150		mIoU53.99	79	22d ago
ADE20K without background	DeCLIP	mIoU2,190	72	2mo ago
PASCAL Context Context60 with background	Trident	mIoU40.1	69	2mo ago
Cityscapes without background	Trident	mIoU47.6	67	2mo ago
PASCAL Context 59 without background	Trident	mIoU44.3	67	2mo ago
ADE-847	ESC-Net	mIoU18.1	63	1mo ago
COCOStuff (val)	CONCEPTBANK	mIoU46.4	60	3mo ago
PASCAL Context 59 (val)		mIoU65.7	49	2mo ago
COCO-Stuff	OVS-DINO	mIoU34.2	48	22d ago
Cityscapes (val)	CONCEPTBANK	mIoU75.1	48	1mo ago
PC-459	MROVSeg	mIoU24.1	47	1mo ago
PASCAL VOC VOC21 with background 2012	Trident	mIoU70.8	46	14d ago
Pascal VOC 21	FG-CLIP 2	mIoU83.2	41	8d ago
Pascal VOC 21 (With Background)	CorrCLIP	mIoU74.8	39	21d ago
Pascal Context 60	SPAR	mIoU37.1	38	14d ago
Pascal VOC 20 without background	VIP	mIoU92.5	38	21d ago
PASCAL-Context PC-459	ESC-Net	mIoU27	31	22d ago
Pascal VOC 2012 (val)	SegEarth-OV3	mIoU96.8	28	3mo ago
PAS-20 Pascal VOC (test)	CAT-Seg	mIoU96.6	28	2mo ago

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