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Boundary Detection

Boundary Detection is a vital part of extracting information encoded in images, allowing for the computation of quantities of interest including density, velocity, pressure, etc.

Source: A Locally Adapting Technique for Boundary Detection using Image Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 341–350 of 359 papers

Title	Date	Tasks	Status	Hype
Performance and limitations of the linguistically motivated Cocoa/Peaberry system in a broad biological domain.	Aug 1, 2013	Boundary Detection	—Unverified	0
Measuring the Structural Importance through Rhetorical Structure Index	Jun 1, 2013	Boundary DetectionSpeech Recognition	—Unverified	0
Perceptual Organization and Recognition of Indoor Scenes from RGB-D Images	Jun 1, 2013	Boundary DetectionContour Detection	—Unverified	0
Efficient Color Boundary Detection with Color-Opponent Mechanisms	Jun 1, 2013	Boundary Detection	—Unverified	0
Boundary Detection Benchmarking: Beyond F-Measures	Jun 1, 2013	BenchmarkingBoundary Detection	—Unverified	0
Winding Number for Region-Boundary Consistent Salient Contour Extraction	Jun 1, 2013	Boundary DetectionSegmentation	—Unverified	0
Simple and Accountable Segmentation of Marked-up Text	May 1, 2013	Boundary Detection	—Unverified	0
Developing and Analyzing Boundary Detection Operators Using Probabilistic Models	Mar 27, 2013	Boundary Detection	—Unverified	0
Sentence Boundary Detection: A Long Solved Problem?	Dec 1, 2012	Boundary DetectionSentence	—Unverified	0
Revisiting Arabic Semantic Role Labeling using SVM Kernel Methods	Dec 1, 2012	Boundary DetectionSemantic Role Labeling	—Unverified	0

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All datasets RoFT RoFT-chatgpt CoAuthor NYU-Depth V2 TriBERT (in-domain)UruDendro Kinetics 400 PASCAL Context

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	GigaCheck (DN-DAB-DETR)	Accuracy (%)	64.63	—	Unverified
2	RoBERTa + SEP	Accuracy (%)	49.64	—	Unverified
3	PHD + TS ML	Accuracy (%)	23.5	—	Unverified
4	TLE + TS Binary	Accuracy (%)	12.58	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	GigaCheck (DN-DAB-DETR)	Accuracy (%)	67.65	—	Unverified
2	RoBERTa + SEP	Accuracy (%)	54.61	—	Unverified
3	TLE + TS Binary	Accuracy (%)	20.02	—	Unverified
4	PHD + TS ML	Accuracy (%)	17.29	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	GigaCheck (Mistral-7B-v0.3)	Cohen’s Kappa score	0.42	—	Unverified
2	DeBERTa-v3 (Naive)	Cohen’s Kappa score	0.4	—	Unverified
3	GigaCheck (DN-DAB-DETR)	Cohen’s Kappa score	0.19	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	InvPT	odsF	78.1	—	Unverified
2	PGT (Swin-S)	odsF	78.04	—	Unverified
3	PGT (Swin-T)	odsF	77.05	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	GigaCheck (DN-DAB-DETR)	F1@3	0.65	—	Unverified
2	TriBERT (p=2)	F1@3	0.58	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CS-TRD	Average Precision	0.94	—	Unverified
2	INBD	Average Precision	0.75	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CASTANET+ Ensemble	Pairwise F1	0.81	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	InvPT	odsF	73	—	Unverified