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 111–120 of 359 papers

Title	Date	Tasks	Status	Hype	Score
JiTTER: Jigsaw Temporal Transformer for Event Reconstruction for Self-Supervised Sound Event Detection	Feb 28, 2025	Boundary DetectionEvent Detection	CodeCode Available	0	5
Combining Geometric and Topological Information for Boundary Estimation	Oct 10, 2019	Boundary DetectionClustering	CodeCode Available	0	5
Advanced Hough-based method for on-device document localization	Jun 18, 2021	Boundary Detection	CodeCode Available	0	5
Generic Event Boundary Detection in Video with Pyramid Features	Jan 11, 2023	Boundary DetectionDecoder	CodeCode Available	0	5
Classification With an Edge: Improving Semantic Image Segmentation with Boundary Detection	Dec 5, 2016	Boundary DetectionDecoder	CodeCode Available	0	5
An Underwater Image Semantic Segmentation Method Focusing on Boundaries and a Real Underwater Scene Semantic Segmentation Dataset	Aug 26, 2021	Boundary DetectionInstance Segmentation	CodeCode Available	0	5
Joint RNN Model for Argument Component Boundary Detection	May 5, 2017	Boundary DetectionFeature Engineering	CodeCode Available	0	5
Flood-Filling Networks	Nov 1, 2016	Boundary DetectionClustering	CodeCode Available	0	5
Boundary Loss for Remote Sensing Imagery Semantic Segmentation	May 20, 2019	Boundary DetectionImage Segmentation	CodeCode Available	0	5
Entity Identification as Multitasking	Dec 8, 2016	Boundary DetectionType prediction	CodeCode Available	0	5

Show:10 25 50

← PrevPage 12 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