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 51100 of 359 papers

TitleStatusHype
Large-scale, Fast and Accurate Shot Boundary Detection through Spatio-temporal Convolutional Neural NetworksCode1
Hard Exudate Segmentation Supplemented by Super-Resolution with Multi-scale Attention Fusion ModuleCode1
Scribble-based Weakly Supervised Deep Learning for Road Surface Extraction from Remote Sensing ImagesCode1
Rethinking the Architecture Design for Efficient Generic Event Boundary DetectionCode1
Enhancing Entity Boundary Detection for Better Chinese Named Entity RecognitionCode1
Music Boundary Detection using Convolutional Neural Networks: A comparative analysis of combined input featuresCode1
Federated Learning Enables Big Data for Rare Cancer Boundary DetectionCode1
Field of Junctions: Extracting Boundary Structure at Low SNRCode1
HistoSeg : Quick attention with multi-loss function for multi-structure segmentation in digital histology imagesCode1
Clustering Based on Graph of Density TopologyCode1
Capturing Logical Structure of Visually Structured Documents with Multimodal Transition ParserCode1
Learn from Syntax: Improving Pair-wise Aspect and Opinion Terms Extractionwith Rich Syntactic KnowledgeCode1
Prompt Guided Transformer for Multi-Task Dense PredictionCode1
Boundary Guided Context Aggregation for Semantic SegmentationCode1
Boundary Detection with BERT for Span-level Emotion Cause Analysis0
Boundary Detection Benchmarking: Beyond F-Measures0
A Pairwise Probe for Understanding BERT Fine-Tuning on Machine Reading Comprehension0
An unsupervised segmentation of vocal breath sounds0
Boundary Detection Algorithm Inspired by Locally Linear Embedding0
aiai at FinSBD task: Sentence Boundary Detection in Noisy Texts From Financial Documents Using Deep Attention Model0
Active Learning with Context Sampling and One-vs-Rest Entropy for Semantic Segmentation0
Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension0
A Holistic Approach to Bilingual Sentence Fragment Extraction from Comparable Corpora0
BIT's system for the AutoSimTrans 20200
English-French Document Alignment Based on Keywords and Statistical Translation0
Entity Extraction in Biomedical Corpora: An Approach to Evaluate Word Embedding Features with PSO based Feature Selection0
A Context-Enhanced De-identification System0
Deep Multicameral Decoding for Localizing Unoccluded Object Instances from a Single RGB Image0
Adversarial Examples for Edge Detection: They Exist, and They Transfer0
Beyond χ^2 Difference: Learning Optimal Metric for Boundary Detection0
B-BACN: Bayesian Boundary-Aware Convolutional Network for Crack Characterization0
A Novel Approach for Shot Boundary Detection in Videos0
Elephant: Sequence Labeling for Word and Sentence Segmentation0
Bayesian Model Selection Approach to Boundary Detection with Non-Local Priors0
An Open-Source Dataset and A Multi-Task Model for Malay Named Entity Recognition0
Efficient Polyp Segmentation Via Integrity Learning0
Efficient Color Boundary Detection with Color-Opponent Mechanisms0
A Graphical Citation Browser for the ACL Anthology0
Efficient Exact Inference in Planar Ising Models0
A Region-based Randers Geodesic Approach for Image Segmentation0
End-to-End Compressed Video Representation Learning for Generic Event Boundary Detection0
EtC: Temporal Boundary Expand then Clarify for Weakly Supervised Video Grounding with Multimodal Large Language Model0
Deep Motion Boundary Detection0
Deep learning architectures for automated image segmentation0
DeCo: Decomposition and Reconstruction for Compositional Temporal Grounding via Coarse-To-Fine Contrastive Ranking0
A Word Labeling Approach to Thai Sentence Boundary Detection and POS Tagging0
A Non-Anatomical Graph Structure for isolated hand gesture separation in continuous gesture sequences0
Automatic Removal of Marginal Annotations in Printed Text Document0
Dense Prediction with Attentive Feature Aggregation0
Dealing with negative samples with multi-task learning on span-based joint entity-relation extraction0
Show:102550
← PrevPage 2 of 8Next →

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