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 151–200 of 359 papers

TitleStatusHype
On the Integration of Acoustics and LiDAR: a Multi-Modal Approach to Acoustic Reflector Estimation—0
Open-World Skill Discovery from Unsegmented Demonstrations—0
Operational Learning-based Boundary Estimation in Electromagnetic Medical Imaging—0
Oriented Edge Forests for Boundary Detection—0
PADS Restoration and Its Importance in Reading Comprehension and Meaning Representation—0
PASCAL Boundaries: A Class-Agnostic Semantic Boundary Dataset—0
PcmNet: Position-Sensitive Context Modeling Network for Temporal Action Localization—0
PCRED: Zero-shot Relation Triplet Extraction with Potential Candidate Relation Selection and Entity Boundary Detection—0
Perceptual Organization and Recognition of Indoor Scenes from RGB-D Images—0
Performance and limitations of the linguistically motivated Cocoa/Peaberry system in a broad biological domain.—0
Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks—0
Physics-informed neural networks for hidden boundary detection and flow field reconstruction—0
Point-wise mutual information-based video segmentation with high temporal consistency—0
PolyU\_CBS-CFA at the FinSBD Task: Sentence Boundary Detection of Financial Data with Domain Knowledge Enhancement and Bilingual Training—0
Practical applications of metric space magnitude and weighting vectors—0
Prosodic boundary information helps unsupervised word segmentation—0
Prosomarker: a prosodic analysis tool based on optimal pitch stylization and automatic syllabi fication—0
Pushing the Boundaries of Boundary Detection using Deep Learning—0
Real-Time Mine Road Boundary Detection and Tracking for Autonomous Truck—0
Real Time Self-Tuning Adaptive Controllers on Temperature Control Loops using Event-based Game Theory—0
Recent advancements in computational morphology : A comprehensive survey—0
Recursive Training of 2D-3D Convolutional Networks for Neuronal Boundary Prediction—0
RED-NET: A Recursive Encoder-Decoder Network for Edge Detection—0
Revisiting Arabic Semantic Role Labeling using SVM Kernel Methods—0
RKadiyala at SemEval-2024 Task 8: Black-Box Word-Level Text Boundary Detection in Partially Machine Generated Texts—0
Road Boundary Detection Using 4D mmWave Radar for Autonomous Driving—0
Robust clause boundary identification for corpus annotation—0
RTF: Region-based Table Filling Method for Relational Triple Extraction—0
SAMST: A Transformer framework based on SAM pseudo label filtering for remote sensing semi-supervised semantic segmentation—0
Segment Boundary Detection via Class Entropy Measurements in Connectionist Phoneme Recognition—0
Self-Route: Automatic Mode Switching via Capability Estimation for Efficient Reasoning—0
Semantic-guided Encoder Feature Learning for Blurry Boundary Delineation—0
Semantic Segmentation from Limited Training Data—0
Semantic Segmentation with Boundary Neural Fields—0
Sentence Boundary Detection: A Long Solved Problem?—0
Sentence Boundary Detection for French with Subword-Level Information Vectors and Convolutional Neural Networks—0
Sentence Boundary Detection for Social Media Text—0
Sentence Boundary Detection in Legal Text—0
Sentence Boundary Detection on Line Breaks in Japanese—0
Shot boundary detection method based on a new extensive dataset and mixed features—0
Shot Contrastive Self-Supervised Learning for Scene Boundary Detection—0
Simple and Accountable Segmentation of Marked-up Text—0
Simultaneous Sentence Boundary Detection and Alignment with Pivot-based Machine Translation Generated Lexicons—0
Situational Object Boundary Detection—0
Skin cancer reorganization and classification with deep neural network—0
StableEmit: Selection Probability Discount for Reducing Emission Latency of Streaming Monotonic Attention ASR—0
Structured Context Transformer for Generic Event Boundary Detection—0
Syntax-based Simultaneous Translation through Prediction of Unseen Syntactic Constituents—0
Temporal2Seq: A Unified Framework for Temporal Video Understanding Tasks—0
Temporal Perceiver: A General Architecture for Arbitrary Boundary Detection—0
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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