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

Showing 301350 of 359 papers

TitleStatusHype
Detection of surface defects on ceramic tiles based on morphological techniques0
Developing a large semantically annotated corpus0
Developing and Analyzing Boundary Detection Operators Using Probabilistic Models0
Discerning Generic Event Boundaries in Long-Form Wild Videos0
Domain Boundary Detection in Hi-C Maps: A Probabilistic Graphical Model Approach0
Dynamic Sentence Boundary Detection for Simultaneous Translation0
DynOcc: Learning Single-View Depth from Dynamic Occlusion Cues0
Efficient Color Boundary Detection with Color-Opponent Mechanisms0
Efficient Exact Inference in Planar Ising Models0
Efficient Polyp Segmentation Via Integrity Learning0
A Region-based Randers Geodesic Approach for Image Segmentation0
Elephant: Sequence Labeling for Word and Sentence Segmentation0
End-to-End Compressed Video Representation Learning for Generic Event Boundary Detection0
English-French Document Alignment Based on Keywords and Statistical Translation0
Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension0
Entity Extraction in Biomedical Corpora: An Approach to Evaluate Word Embedding Features with PSO based Feature Selection0
EtC: Temporal Boundary Expand then Clarify for Weakly Supervised Video Grounding with Multimodal Large Language Model0
Evaluating Word Embeddings for Sentence Boundary Detection in Speech Transcripts0
Evaluating Word Embeddings for Sentence Boundary Detection in Speech Transcripts0
EventVAD: Training-Free Event-Aware Video Anomaly Detection0
Exploring the steps of Verb Phrase Ellipsis0
Fast 2D Border Ownership Assignment0
Fast and Unsupervised Action Boundary Detection for Action Segmentation0
Fine-grained Dynamic Network for Generic Event Boundary Detection0
FinSBD-2020: The 2nd Shared Task on Sentence Boundary Detection in Unstructured Text in the Financial Domain0
Flat Multi-modal Interaction Transformer for Named Entity Recognition0
Foundations and Evaluations in NLP0
From Active Contours to Minimal Geodesic Paths: New Solutions to Active Contours Problems by Eikonal Equations0
Geodesic Paths for Image Segmentation with Implicit Region-based Homogeneity Enhancement0
A Divide-and-Conquer Approach to Geometric Sampling for Active Learning0
Geometric Constrained Joint Lane Segmentation and Lane Boundary Detection0
GigaCheck: Detecting LLM-generated Content0
Global Guidance Network for Breast Lesion Segmentation in Ultrasound Images0
Graph-BAS3Net: Boundary-Aware Semi-Supervised Segmentation Network With Bilateral Graph Convolution0
GREYC@FinTOC-2022: Handling Document Layout and Structure in Native PDF Bundle of Documents0
HAMNER: Headword Amplified Multi-span Distantly Supervised Method for Domain Specific Named Entity Recognition0
High-for-Low and Low-for-High: Efficient Boundary Detection from Deep Object Features and its Applications to High-Level Vision0
High-Frequency guided Curriculum Learning for Class-specific Object Boundary Detection0
High-Resolution Boundary Detection for Medical Image Segmentation with Piece-Wise Two-Sample T-Test Augmented Loss0
HITS-SBD at the FinSBD Task: Machine Learning vs. Rule-based Sentence Boundary Detection0
HITSZ-HLT at SemEval-2021 Task 5: Ensemble Sequence Labeling and Span Boundary Detection for Toxic Span Detection0
How to Train Dependency Parsers with Inexact Search for Joint Sentence Boundary Detection and Parsing of Entire Documents0
ICDAR 2021 Competition on Components Segmentation Task of Document Photos0
Image Processing Methods for Coronal Hole Segmentation, Matching, and Map Classification0
Improving action segmentation via explicit similarity measurement0
Improving Optical Character Recognition of Finnish Historical Newspapers with a Combination of Fraktur \& Antiqua Models and Image Preprocessing0
Improving Sentence Boundary Detection for Spoken Language Transcripts0
Integrating Boundary Assembling into a DNN Framework for Named Entity Recognition in Chinese Social Media Text0
Interior point search for nonparametric image segmentation0
Joint Semantic Segmentation and Boundary Detection using Iterative Pyramid Contexts0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GigaCheck (DN-DAB-DETR)Accuracy (%)64.63Unverified
2RoBERTa + SEPAccuracy (%)49.64Unverified
3PHD + TS MLAccuracy (%)23.5Unverified
4TLE + TS BinaryAccuracy (%)12.58Unverified
#ModelMetricClaimedVerifiedStatus
1GigaCheck (DN-DAB-DETR)Accuracy (%)67.65Unverified
2RoBERTa + SEPAccuracy (%)54.61Unverified
3TLE + TS BinaryAccuracy (%)20.02Unverified
4PHD + TS MLAccuracy (%)17.29Unverified
#ModelMetricClaimedVerifiedStatus
1GigaCheck (Mistral-7B-v0.3)Cohen’s Kappa score0.42Unverified
2DeBERTa-v3 (Naive)Cohen’s Kappa score0.4Unverified
3GigaCheck (DN-DAB-DETR)Cohen’s Kappa score0.19Unverified
#ModelMetricClaimedVerifiedStatus
1InvPTodsF78.1Unverified
2PGT (Swin-S)odsF78.04Unverified
3PGT (Swin-T)odsF77.05Unverified
#ModelMetricClaimedVerifiedStatus
1GigaCheck (DN-DAB-DETR)F1@30.65Unverified
2TriBERT (p=2)F1@30.58Unverified
#ModelMetricClaimedVerifiedStatus
1CS-TRDAverage Precision0.94Unverified
2INBDAverage Precision0.75Unverified
#ModelMetricClaimedVerifiedStatus
1CASTANET+ EnsemblePairwise F10.81Unverified
#ModelMetricClaimedVerifiedStatus
1InvPTodsF73Unverified