SOTAVerified|Agents Browse Leaderboard About

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 81–90 of 359 papers

Title	Date	Tasks	Status	Hype
Adversarial Examples for Edge Detection: They Exist, and They Transfer	Jun 2, 2019	Boundary DetectionEdge Detection	—Unverified	0
Beyond χ^2 Difference: Learning Optimal Metric for Boundary Detection	Jun 4, 2014	Boundary Detection	—Unverified	0
B-BACN: Bayesian Boundary-Aware Convolutional Network for Crack Characterization	Feb 14, 2023	Boundary DetectionManagement	—Unverified	0
A Novel Approach for Shot Boundary Detection in Videos	Aug 24, 2016	Boundary DetectionClustering	—Unverified	0
Developing a large semantically annotated corpus	May 1, 2012	Boundary DetectionPart-Of-Speech Tagging	—Unverified	0
Bayesian Model Selection Approach to Boundary Detection with Non-Local Priors	Dec 1, 2018	Boundary DetectionChange Point Detection	—Unverified	0
An Open-Source Dataset and A Multi-Task Model for Malay Named Entity Recognition	Sep 3, 2021	Boundary Detectionnamed-entity-recognition	—Unverified	0
D\'etection automatique de phrases en domaine de sp\'ecialit\'e en fran (Sentence boundary detection for specialized domains in French )	May 1, 2018	Boundary DetectionSentence	—Unverified	0
A Non-Anatomical Graph Structure for isolated hand gesture separation in continuous gesture sequences	Jul 15, 2022	Boundary DetectionGesture Recognition	—Unverified	0
A Word Labeling Approach to Thai Sentence Boundary Detection and POS Tagging	Dec 1, 2016	Boundary DetectionMachine Translation	—Unverified	0

Show:10 25 50

← PrevPage 9 of 36Next →

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