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 291–300 of 359 papers

Title	Date	Tasks	Status	Hype	Score
Coronary Wall Segmentation in CCTA Scans via a Hybrid Net with Contours Regularization	Feb 27, 2020	Boundary Detection	—Unverified	0	0
csBoundary: City-scale Road-boundary Detection in Aerial Images for High-definition Maps	Nov 11, 2021	Autonomous DrivingBoundary Detection	—Unverified	0	0
Dealing with negative samples with multi-task learning on span-based joint entity-relation extraction	Sep 18, 2023	Boundary DetectionMulti-Task Learning	—Unverified	0	0
DeCo: Decomposition and Reconstruction for Compositional Temporal Grounding via Coarse-To-Fine Contrastive Ranking	Jan 1, 2023	Boundary DetectionSentence	—Unverified	0	0
Deep learning architectures for automated image segmentation	Sep 19, 2019	Boundary DetectionDecoder	—Unverified	0	0
Deep Motion Boundary Detection	Apr 13, 2018	Boundary DetectionOptical Flow Estimation	—Unverified	0	0
Dense Prediction with Attentive Feature Aggregation	Nov 1, 2021	Boundary DetectionPrediction	—Unverified	0	0
Design and Implementation of an OCR-Powered Pipeline for Table Extraction from Invoices	Jul 9, 2025	Boundary DetectionOptical Character Recognition (OCR)	—Unverified	0	0
Detecting Sentence Boundaries in Sanskrit Texts	Dec 1, 2016	Boundary DetectionSentence	—Unverified	0	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	0

Show:10 25 50

← PrevPage 30 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