SOTA Boundary Detection benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
BSDS 500 (test)	EDTER	ODS84.8	185	1mo ago
BSDS500		ODS F-score0.859	37	1mo ago
RoFT-chatgpt GPT-3.5-turbo generated (test)	GigaCheck (DN-DAB-DETR)	Accuracy67.65	34	1mo ago
PASCAL-Context (test)	MTMamba	ODSF78.8	34	1mo ago
NYUD v2		ODS F-measure79.52	30	16d ago
SBD	CASENet	mAP71.4	29	1mo ago
RoFT original (test)	ROBERTa + SEP	Accuracy49.64	27	1mo ago
Multicue Boundary	UAED	ODS86.4	26	1mo ago
CO2 Farm Thermal Gas Dataset 1.0 (test)	TRACE	BF1 Score98.87	17	5d ago
Hybrid essays Out-of-Domain (test)	TriBERT	#Bry=1 F1 Score43.6	16	1mo ago
NYUD2	MLORE	ODS Fmax78.43	15	1mo ago
Multi-Cue	RankED	ODS Score96.3	12	1mo ago
Multi-Cue (test)	RankED	ODS0.963	12	1mo ago
Multicue	BDCN	ODS Score83.6	11	1mo ago
NYUD v2	RADIOv2.5	Boundary Loss0.1256	10	1mo ago
PASCAL Context	RADIOv2.5	Loss0.0617	10	1mo ago
RoFT	GigaCheck (DN-DAB-DETR)	Accuracy64.63	10	1mo ago
Hybrid essays In-Domain (test)	TriBERT	F1 Score (1 Boundary)48.6	8	1mo ago
PASCAL-Context (val)	InvPT	odsF73	7	1mo ago
NYUD v2 (test)	MTI-Net	Boundary Score76.6	5	1mo ago
TriBERT #Bry=3 original	GigaCheck (DN-DAB-DETR)	F1@380.1	4	1mo ago
TriBERT #Bry=2 original	GigaCheck (DN-DAB-DETR)	F1@386.7	4	1mo ago
TriBERT #Bry=1 original	TriBERT	F1@391	4	1mo ago
TriBERT original (All)	GigaCheck (DN-DAB-DETR)	F1@364.6	2	1mo ago

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