SOTA Boundary Detection benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
BSDS 500 (test)	EDTER	ODS84.8	185	3d ago
BSDS500		ODS F-score0.859	37	3d ago
RoFT-chatgpt GPT-3.5-turbo generated (test)	GigaCheck (DN-DAB-DETR)	Accuracy67.65	34	3d ago
PASCAL-Context (test)	MTMamba	ODSF78.8	34	3d ago
SBD	CASENet	mAP71.4	29	3d ago
RoFT original (test)	ROBERTa + SEP	Accuracy49.64	27	3d ago
Multicue Boundary	UAED	ODS86.4	26	3d ago
NYUD v2	MTMamba++	ODS F-measure79.4	17	3d ago
Hybrid essays Out-of-Domain (test)	TriBERT	#Bry=1 F1 Score43.6	16	3d ago
NYUD2	MLORE	ODS Fmax78.43	15	2d ago
Multi-Cue	RankED	ODS Score96.3	12	3d ago
Multi-Cue (test)	RankED	ODS0.963	12	3d ago
Multicue	BDCN	ODS Score83.6	11	3d ago
NYUD v2	RADIOv2.5	Boundary Loss0.1256	10	2d ago
PASCAL Context	RADIOv2.5	Loss0.0617	10	2d ago
RoFT	GigaCheck (DN-DAB-DETR)	Accuracy64.63	10	3d ago
Hybrid essays In-Domain (test)	TriBERT	F1 Score (1 Boundary)48.6	8	3d ago
PASCAL-Context (val)	InvPT	odsF73	7	3d ago
NYUD v2 (test)	MTI-Net	Boundary Score76.6	5	3d ago
TriBERT #Bry=3 original	GigaCheck (DN-DAB-DETR)	F1@380.1	4	3d ago
TriBERT #Bry=2 original	GigaCheck (DN-DAB-DETR)	F1@386.7	4	3d ago
TriBERT #Bry=1 original	TriBERT	F1@391	4	3d ago
TriBERT original (All)	GigaCheck (DN-DAB-DETR)	F1@364.6	2	3d ago

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