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 201–250 of 359 papers

TitleStatusHype
Sentence Boundary Detection on Line Breaks in Japanese—0
Weakly-supervised Salient Instance Detection—0
Geodesic Paths for Image Segmentation with Implicit Region-based Homogeneity Enhancement—0
BIT's system for the AutoSimTrans 2020—0
Dynamic Sentence Boundary Detection for Simultaneous Translation—0
Practical applications of metric space magnitude and weighting vectors—0
Multi-spectral Facial Landmark Detection—0
A Pairwise Probe for Understanding BERT Fine-Tuning on Machine Reading Comprehension—0
Learning to segment clustered amoeboid cells from brightfield microscopy via multi-task learning with adaptive weight selection—0
Improving Sentence Boundary Detection for Spoken Language Transcripts—0
Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension—0
Joint Semantic Segmentation and Boundary Detection using Iterative Pyramid Contexts—0
Integrating Boundary Assembling into a DNN Framework for Named Entity Recognition in Chinese Social Media Text—0
Coronary Wall Segmentation in CCTA Scans via a Hybrid Net with Contours Regularization—0
Multi-Branch Learning for Weakly-Labeled Sound Event Detection—0
Sequence Labeling Approach to the Task of Sentence Boundary DetectionCode0
FinSBD-2020: The 2nd Shared Task on Sentence Boundary Detection in Unstructured Text in the Financial Domain—0
aiai at the FinSBD-2 Task: Sentence, list and Item Boundary Detection and Items classification of Financial Texts Using Data Augmentation and Attention—0
Real-Time Mine Road Boundary Detection and Tracking for Autonomous Truck—0
A Region-based Randers Geodesic Approach for Image Segmentation—0
RED-NET: A Recursive Encoder-Decoder Network for Edge Detection—0
HAMNER: Headword Amplified Multi-span Distantly Supervised Method for Domain Specific Named Entity Recognition—0
A novel automatic shot boundary detection algorithm: robust to illumination and motion effectCode0
Controlling Utterance Length in NMT-based Word Segmentation with Attention—0
Combining Geometric and Topological Information for Boundary EstimationCode0
High-Frequency guided Curriculum Learning for Class-specific Object Boundary Detection—0
V1Net: A computational model of cortical horizontal connections—0
Domain Boundary Detection in Hi-C Maps: A Probabilistic Graphical Model Approach—0
Deep learning architectures for automated image segmentation—0
NUIG at the FinSBD Task: Sentence Boundary Detection for Noisy Financial PDFs in English and French—0
PolyU\_CBS-CFA at the FinSBD Task: Sentence Boundary Detection of Financial Data with Domain Knowledge Enhancement and Bilingual Training—0
AIG Investments.AI at the FinSBD Task: Sentence Boundary Detection through Sequence Labelling and BERT Fine-tuning—0
AI\_Blues at FinSBD Shared Task: CRF-based Sentence Boundary Detection in PDF Noisy Text in the Financial Domain—0
mhirano at the FinSBD Task: Pointwise Prediction Based on Multi-layer Perceptron for Sentence Boundary Detection—0
aiai at FinSBD task: Sentence Boundary Detection in Noisy Texts From Financial Documents Using Deep Attention Model—0
HITS-SBD at the FinSBD Task: Machine Learning vs. Rule-based Sentence Boundary Detection—0
The FinSBD-2019 Shared Task: Sentence Boundary Detection in PDF Noisy Text in the Financial Domain—0
From Active Contours to Minimal Geodesic Paths: New Solutions to Active Contours Problems by Eikonal Equations—0
Deep Multicameral Decoding for Localizing Unoccluded Object Instances from a Single RGB Image—0
Using Automatically Extracted Minimum Spans to Disentangle Coreference Evaluation from Boundary DetectionCode0
Semantic-guided Encoder Feature Learning for Blurry Boundary Delineation—0
Guided learning for weakly-labeled semi-supervised sound event detectionCode0
Adversarial Examples for Edge Detection: They Exist, and They Transfer—0
Sentence Boundary Detection in Legal Text—0
Boundary Loss for Remote Sensing Imagery Semantic SegmentationCode0
Convolutional nets for reconstructing neural circuits from brain images acquired by serial section electron microscopy—0
Lumen boundary detection using neutrosophic c-means in IVOCT images—0
Photo-Sketching: Inferring Contour Drawings from ImagesCode0
Lattice Identification and Separation: Theory and Algorithm—0
Bayesian Model Selection Approach to Boundary Detection with Non-Local Priors—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