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 326–350 of 359 papers

TitleStatusHype
High-for-Low and Low-for-High: Efficient Boundary Detection from Deep Object Features and its Applications to High-Level Vision—0
Oriented Edge Forests for Boundary Detection—0
Automatic Removal of Marginal Annotations in Printed Text Document—0
Why Implementation Matters: Evaluation of an Open-source Constraint Grammar Parser—0
A rule based approach for automatic clause boundary detection and classification in Hindi—0
Beyond χ^2 Difference: Learning Optimal Metric for Boundary Detection—0
Normalizing tweets with edit scripts and recurrent neural embeddings—0
The SETimes.HR Linguistically Annotated Corpus of Croatian—0
The Development of Dutch and Afrikaans Language Resources for Compound Boundary Analysis.—0
UM-Corpus: A Large English-Chinese Parallel Corpus for Statistical Machine Translation—0
The Slovak Categorized News Corpus—0
PADS Restoration and Its Importance in Reading Comprehension and Meaning Representation—0
Elephant: Sequence Labeling for Word and Sentence Segmentation—0
Why is English so easy to segment?—0
Multilingual Summarization: Dimensionality Reduction and a Step Towards Optimal Term Coverage—0
Performance and limitations of the linguistically motivated Cocoa/Peaberry system in a broad biological domain.—0
Measuring the Structural Importance through Rhetorical Structure Index—0
Perceptual Organization and Recognition of Indoor Scenes from RGB-D Images—0
Efficient Color Boundary Detection with Color-Opponent Mechanisms—0
Boundary Detection Benchmarking: Beyond F-Measures—0
Winding Number for Region-Boundary Consistent Salient Contour Extraction—0
Simple and Accountable Segmentation of Marked-up Text—0
Developing and Analyzing Boundary Detection Operators Using Probabilistic Models—0
Sentence Boundary Detection: A Long Solved Problem?—0
Revisiting Arabic Semantic Role Labeling using SVM Kernel Methods—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