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

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Showing 101–150 of 359 papers

TitleStatusHype
Flat Multi-modal Interaction Transformer for Named Entity Recognition—0
Traditional methods in Edge, Corner and Boundary detection—0
A Non-Anatomical Graph Structure for isolated hand gesture separation in continuous gesture sequences—0
Rethinking the Value of Gazetteer in Chinese Named Entity RecognitionCode0
CMB AI Lab at SemEval-2022 Task 11: A Two-Stage Approach for Complex Named Entity Recognition via Span Boundary Detection and Span Classification—0
Submission to Generic Event Boundary Detection Challenge@CVPR 2022: Local Context Modeling and Global Boundary Decoding ApproachCode0
SC-Transformer++: Structured Context Transformer for Generic Event Boundary DetectionCode0
Masked Autoencoders for Generic Event Boundary Detection CVPR'2022 Kinetics-GEBD ChallengeCode1
On the Integration of Acoustics and LiDAR: a Multi-Modal Approach to Acoustic Reflector Estimation—0
Structured Context Transformer for Generic Event Boundary Detection—0
GREYC@FinTOC-2022: Handling Document Layout and Structure in Native PDF Bundle of Documents—0
To catch a chorus, verse, intro, or anything else: Analyzing a song with structural functions—0
Boosting Camouflaged Object Detection with Dual-Task Interactive TransformerCode0
Federated Learning Enables Big Data for Rare Cancer Boundary DetectionCode1
End-to-End Compressed Video Representation Learning for Generic Event Boundary Detection—0
Movie Genre Classification by Language Augmentation and Shot SamplingCode0
Zero Pixel Directional Boundary by Vector TransformCode0
InvPT: Inverted Pyramid Multi-task Transformer for Dense Scene UnderstandingCode2
Temporal Perceiver: A General Architecture for Arbitrary Boundary Detection—0
Transformer and CNN Hybrid Deep Neural Network for Semantic Segmentation of Very-High-Resolution Remote Sensing ImageryCode1
Image Processing Methods for Coronal Hole Segmentation, Matching, and Map Classification—0
UBoCo: Unsupervised Boundary Contrastive Learning for Generic Event Boundary Detection—0
Fast and Unsupervised Action Boundary Detection for Action Segmentation—0
Morpheme Boundary Detection & Grammatical Feature Prediction for Gujarati : Dataset & Model—0
Progressive Attention on Multi-Level Dense Difference Maps for Generic Event Boundary DetectionCode1
UBoCo : Unsupervised Boundary Contrastive Learning for Generic Event Boundary Detection—0
Learning to Detect Instance-level Salient Objects Using Complementary Image Labels—0
CONJR: Conjunctive Sentence Splitter without Parsing—0
csBoundary: City-scale Road-boundary Detection in Aerial Images for High-definition Maps—0
Dense Prediction with Attentive Feature Aggregation—0
The magnitude vector of imagesCode0
Boundary Guided Context Aggregation for Semantic SegmentationCode1
Unsupervised Shot Boundary Detection for Temporal Segmentation of Long Capsule Endoscopy Videos—0
Sound Event Detection Transformer: An Event-based End-to-End Model for Sound Event DetectionCode1
Unsupervised Speech Segmentation and Variable Rate Representation Learning using Segmental Contrastive Predictive Coding—0
CoSeg: Cognitively Inspired Unsupervised Generic Event SegmentationCode0
An Open-Source Dataset and A Multi-Task Model for Malay Named Entity Recognition—0
Shot boundary detection method based on a new extensive dataset and mixed features—0
An Underwater Image Semantic Segmentation Method Focusing on Boundaries and a Real Underwater Scene Semantic Segmentation DatasetCode0
Attention-based fusion of semantic boundary and non-boundary information to improve semantic segmentation—0
Operational Learning-based Boundary Estimation in Electromagnetic Medical Imaging—0
VUS at IWSLT 2021: A Finetuned Pipeline for Offline Speech Translation—0
Boundary Detection with BERT for Span-level Emotion Cause Analysis—0
Enhancing Entity Boundary Detection for Better Chinese Named Entity RecognitionCode1
Modularized Interaction Network for Named Entity Recognition—0
HITSZ-HLT at SemEval-2021 Task 5: Ensemble Sequence Labeling and Span Boundary Detection for Toxic Span Detection—0
Weakly Supervised Named Entity Tagging with Learnable Logical RulesCode1
StableEmit: Selection Probability Discount for Reducing Emission Latency of Streaming Monotonic Attention ASR—0
Generic Event Boundary Detection Challenge at CVPR 2021 Technical Report: Cascaded Temporal Attention Network (CASTANET)Code0
TableSense: Spreadsheet Table Detection with Convolutional Neural NetworksCode1
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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