SOTAVerified

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 AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–175 of 359 papers

TitleStatusHype
Developing and Analyzing Boundary Detection Operators Using Probabilistic Models—0
Developing a large semantically annotated corpus—0
Beyond χ^2 Difference: Learning Optimal Metric for Boundary Detection—0
Detection of surface defects on ceramic tiles based on morphological techniques—0
D\'etection automatique de phrases en domaine de sp\'ecialit\'e en fran (Sentence boundary detection for specialized domains in French )—0
B-BACN: Bayesian Boundary-Aware Convolutional Network for Crack Characterization—0
A Novel Approach for Shot Boundary Detection in Videos—0
Detecting Sentence Boundaries in Sanskrit Texts—0
Design and Implementation of an OCR-Powered Pipeline for Table Extraction from Invoices—0
Bayesian Model Selection Approach to Boundary Detection with Non-Local Priors—0
Dense Prediction with Attentive Feature Aggregation—0
An Open-Source Dataset and A Multi-Task Model for Malay Named Entity Recognition—0
A Word Labeling Approach to Thai Sentence Boundary Detection and POS Tagging—0
A Non-Anatomical Graph Structure for isolated hand gesture separation in continuous gesture sequences—0
A Graphical Citation Browser for the ACL Anthology—0
A Context-Enhanced De-identification System—0
Deep Motion Boundary Detection—0
Deep learning architectures for automated image segmentation—0
DeCo: Decomposition and Reconstruction for Compositional Temporal Grounding via Coarse-To-Fine Contrastive Ranking—0
Automatic Removal of Marginal Annotations in Printed Text Document—0
Dealing with negative samples with multi-task learning on span-based joint entity-relation extraction—0
Automatic recognition of element classes and boundaries in the birdsong with variable sequences—0
csBoundary: City-scale Road-boundary Detection in Aerial Images for High-definition Maps—0
Automatic lesion boundary detection in dermoscopy—0
Analyzing Impact, Trend, and Diffusion of Knowledge associated with Neoplasms Research—0
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All datasetsRoFTRoFT-chatgptCoAuthorNYU-Depth V2TriBERT (in-domain)UruDendroKinetics 400PASCAL Context

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GigaCheck (DN-DAB-DETR)Accuracy (%)64.63—Unverified
2RoBERTa + SEPAccuracy (%)49.64—Unverified
3PHD + TS MLAccuracy (%)23.5—Unverified
4TLE + TS BinaryAccuracy (%)12.58—Unverified
#ModelMetricClaimedVerifiedStatus
1GigaCheck (DN-DAB-DETR)Accuracy (%)67.65—Unverified
2RoBERTa + SEPAccuracy (%)54.61—Unverified
3TLE + TS BinaryAccuracy (%)20.02—Unverified
4PHD + TS MLAccuracy (%)17.29—Unverified
#ModelMetricClaimedVerifiedStatus
1GigaCheck (Mistral-7B-v0.3)Cohen’s Kappa score0.42—Unverified
2DeBERTa-v3 (Naive)Cohen’s Kappa score0.4—Unverified
3GigaCheck (DN-DAB-DETR)Cohen’s Kappa score0.19—Unverified
#ModelMetricClaimedVerifiedStatus
1InvPTodsF78.1—Unverified
2PGT (Swin-S)odsF78.04—Unverified
3PGT (Swin-T)odsF77.05—Unverified
#ModelMetricClaimedVerifiedStatus
1GigaCheck (DN-DAB-DETR)F1@30.65—Unverified
2TriBERT (p=2)F1@30.58—Unverified
#ModelMetricClaimedVerifiedStatus
1CS-TRDAverage Precision0.94—Unverified
2INBDAverage Precision0.75—Unverified
#ModelMetricClaimedVerifiedStatus
1CASTANET+ EnsemblePairwise F10.81—Unverified
#ModelMetricClaimedVerifiedStatus
1InvPTodsF73—Unverified