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 301–325 of 359 papers

TitleStatusHype
Point-wise mutual information-based video segmentation with high temporal consistency—0
Occlusion Boundary Detection via Deep Exploration of Context—0
Exploring the steps of Verb Phrase Ellipsis—0
Dense Volume-to-Volume Vascular Boundary DetectionCode0
Simultaneous Sentence Boundary Detection and Alignment with Pivot-based Machine Translation Generated Lexicons—0
A Comparative Study of Minimally Supervised Morphological Segmentation—0
Automatic recognition of element classes and boundaries in the birdsong with variable sequences—0
LIBSVX: A Supervoxel Library and Benchmark for Early Video Processing—0
Sentence Boundary Detection for Social Media Text—0
Contour Detection and Characterization for Asynchronous Event Sensors—0
Recursive Training of 2D-3D Convolutional Networks for Neuronal Boundary Prediction—0
PASCAL Boundaries: A Class-Agnostic Semantic Boundary Dataset—0
Weakly Supervised Object Boundaries—0
Pushing the Boundaries of Boundary Detection using Deep Learning—0
Semantic Segmentation with Boundary Neural Fields—0
Multiresolution hierarchy co-clustering for semantic segmentation in sequences with small variations—0
Automatic construction of complex features in Conditional Random Fields for Named Entities Recognition—0
Recursive Training of 2D-3D Convolutional Networks for Neuronal Boundary DetectionCode0
KeLP: a Kernel-based Learning Platform for Natural Language Processing—0
Syntax-based Simultaneous Translation through Prediction of Unseen Syntactic Constituents—0
Fast 2D Border Ownership Assignment—0
Learning to Detect Motion Boundaries—0
Prosodic boundary information helps unsupervised word segmentation—0
Situational Object Boundary Detection—0
Holistically-Nested Edge DetectionCode0
Show:102550
← PrevPage 13 of 15Next →
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