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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 Added Most Hyped Most Active Needs Verification Most Verified

Showing 351–359 of 359 papers

Title	Date	Tasks	Status	Hype
Revisiting Arabic Semantic Role Labeling using SVM Kernel Methods	Dec 1, 2012	Boundary DetectionSemantic Role Labeling	—Unverified	0
A Holistic Approach to Bilingual Sentence Fragment Extraction from Comparable Corpora	May 1, 2012	Boundary DetectionMachine Translation	—Unverified	0
Developing a large semantically annotated corpus	May 1, 2012	Boundary DetectionPart-Of-Speech Tagging	—Unverified	0
Robust clause boundary identification for corpus annotation	May 1, 2012	Boundary DetectionSentence	—Unverified	0
A Mandarin-English Code-Switching Corpus	May 1, 2012	Boundary DetectionLanguage Identification	—Unverified	0
Prosomarker: a prosodic analysis tool based on optimal pitch stylization and automatic syllabi fication	May 1, 2012	Boundary DetectionSpeech Recognition	—Unverified	0
A Graphical Citation Browser for the ACL Anthology	May 1, 2012	Boundary DetectionPart-Of-Speech Tagging	—Unverified	0
Learning to Agglomerate Superpixel Hierarchies	Dec 1, 2011	Boundary DetectionClustering	—Unverified	0
Efficient Exact Inference in Planar Ising Models	Dec 1, 2008	Boundary Detectionparameter estimation	—Unverified	0

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All datasets RoFT RoFT-chatgpt CoAuthor NYU-Depth V2 TriBERT (in-domain)UruDendro Kinetics 400 PASCAL Context

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	GigaCheck (DN-DAB-DETR)	Accuracy (%)	64.63	—	Unverified
2	RoBERTa + SEP	Accuracy (%)	49.64	—	Unverified
3	PHD + TS ML	Accuracy (%)	23.5	—	Unverified
4	TLE + TS Binary	Accuracy (%)	12.58	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	GigaCheck (DN-DAB-DETR)	Accuracy (%)	67.65	—	Unverified
2	RoBERTa + SEP	Accuracy (%)	54.61	—	Unverified
3	TLE + TS Binary	Accuracy (%)	20.02	—	Unverified
4	PHD + TS ML	Accuracy (%)	17.29	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	GigaCheck (Mistral-7B-v0.3)	Cohen’s Kappa score	0.42	—	Unverified
2	DeBERTa-v3 (Naive)	Cohen’s Kappa score	0.4	—	Unverified
3	GigaCheck (DN-DAB-DETR)	Cohen’s Kappa score	0.19	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	InvPT	odsF	78.1	—	Unverified
2	PGT (Swin-S)	odsF	78.04	—	Unverified
3	PGT (Swin-T)	odsF	77.05	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	GigaCheck (DN-DAB-DETR)	F1@3	0.65	—	Unverified
2	TriBERT (p=2)	F1@3	0.58	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CS-TRD	Average Precision	0.94	—	Unverified
2	INBD	Average Precision	0.75	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CASTANET+ Ensemble	Pairwise F1	0.81	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	InvPT	odsF	73	—	Unverified