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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 201–210 of 359 papers

Title	Date	Tasks	Status	Hype
Sentence Boundary Detection on Line Breaks in Japanese	Nov 1, 2020	Boundary DetectionSentence	—Unverified	0
Weakly-supervised Salient Instance Detection	Sep 29, 2020	Boundary DetectionObject Localization	—Unverified	0
Geodesic Paths for Image Segmentation with Implicit Region-based Homogeneity Enhancement	Aug 16, 2020	Boundary DetectionImage Segmentation	—Unverified	0
BIT's system for the AutoSimTrans 2020	Jul 1, 2020	Boundary DetectionMachine Translation	—Unverified	0
Dynamic Sentence Boundary Detection for Simultaneous Translation	Jul 1, 2020	Boundary DetectionMulti-class Classification	—Unverified	0
Practical applications of metric space magnitude and weighting vectors	Jun 24, 2020	Active LearningBoundary Detection	—Unverified	0
Multi-spectral Facial Landmark Detection	Jun 9, 2020	3D Face ReconstructionBoundary Detection	—Unverified	0
A Pairwise Probe for Understanding BERT Fine-Tuning on Machine Reading Comprehension	Jun 2, 2020	Boundary Detectioncoreference-resolution	—Unverified	0
Learning to segment clustered amoeboid cells from brightfield microscopy via multi-task learning with adaptive weight selection	May 19, 2020	Boundary DetectionCell Segmentation	—Unverified	0
Improving Sentence Boundary Detection for Spoken Language Transcripts	May 1, 2020	Boundary DetectionSentence	—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