Semantic correspondence

The task of semantic correspondence aims to establish reliable visual correspondence between different instances of the same object category.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 51–75 of 175 papers

Title	Date	Tasks	Status	Hype	Score
Temporal Consistent Automatic Video Colorization via Semantic Correspondence	May 13, 2023	ColorizationImage Colorization	CodeCode Available	1	5
Semantic Correspondence as an Optimal Transport Problem	Jun 1, 2020	Semantic correspondence	CodeCode Available	1	5
Convolutional Hough Matching Networks	Mar 31, 2021	Geometric MatchingSemantic correspondence	CodeCode Available	1	5
Semantic-Aware Fine-Grained Correspondence	Jul 21, 2022	Pose TrackingSelf-Supervised Learning	CodeCode Available	1	5
Unsupervised Semantic Correspondence Using Stable Diffusion	May 24, 2023	Semantic correspondence	CodeCode Available	1	5
CoHD: A Counting-Aware Hierarchical Decoding Framework for Generalized Referring Expression Segmentation	May 24, 2024	Generalized Referring Expression SegmentationObject	CodeCode Available	1	5
Correspondence Networks with Adaptive Neighbourhood Consensus	Mar 26, 2020	Semantic correspondence	CodeCode Available	1	5
Facial Action Unit Intensity Estimation via Semantic Correspondence Learning with Dynamic Graph Convolution	Apr 20, 2020	Semantic correspondence	CodeCode Available	1	5
Feature Robust Optimal Transport for High-dimensional Data	May 25, 2020	feature selectionSemantic correspondence	CodeCode Available	0	5
Bootstrapping Parallel Anchors for Relative Representations	Mar 1, 2023	Semantic correspondence	CodeCode Available	0	5
FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence	Feb 3, 2017	ObjectSemantic correspondence	CodeCode Available	0	5
Evaluation of Multilingual Image Captioning: How far can we get with CLIP models?	Feb 10, 2025	Image CaptioningSemantic correspondence	CodeCode Available	0	5
Enhancing Affective Representations of Music-Induced EEG through Multimodal Supervision and latent Domain Adaptation	Feb 20, 2022	Domain AdaptationEEG	CodeCode Available	0	5
End-to-end weakly-supervised semantic alignment	Dec 19, 2017	Semantic correspondence	CodeCode Available	0	5
SCNet: Learning Semantic Correspondence	May 11, 2017	Semantic correspondence	CodeCode Available	0	5
Dynamic Context Correspondence Network for Semantic Alignment	Sep 8, 2019	Semantic correspondenceWeakly-supervised Learning	CodeCode Available	0	5
Confidence-aware Adversarial Learning for Self-supervised Semantic Matching	Aug 25, 2020	Self-Supervised LearningSemantic correspondence	CodeCode Available	0	5
Recurrent Transformer Networks for Semantic Correspondence	Oct 29, 2018	General ClassificationSemantic correspondence	CodeCode Available	0	5
Probabilistic Model Distillation for Semantic Correspondence	Jun 19, 2021	modelRepresentation Learning	CodeCode Available	0	5
SGOR: Outlier Removal by Leveraging Semantic and Geometric Information for Robust Point Cloud Registration	Jul 8, 2024	Point Cloud RegistrationSemantic correspondence	CodeCode Available	0	5
PatchMatch-Based Neighborhood Consensus for Semantic Correspondence	Jun 19, 2021	Semantic correspondence	CodeCode Available	0	5
Common3D: Self-Supervised Learning of 3D Morphable Models for Common Objects in Neural Feature Space	Jan 1, 2025	Instance SegmentationObject	CodeCode Available	0	5
A Robust Multilinear Model Learning Framework for 3D Faces	Jun 1, 2016	3D Face ModellingFace Model	CodeCode Available	0	5
Multi-Level Correlation Network For Few-Shot Image Classification	Dec 4, 2024	Few-Shot Image Classificationimage-classification	CodeCode Available	0	5
Neighbourhood Consensus Networks	Oct 24, 2018	Semantic correspondenceVisual Localization	CodeCode Available	0	5

Show:10 25 50

← PrevPage 3 of 7Next →

All datasets SPair-71k PF-PASCAL PF-WILLOW Caltech-101 AP-10K CUB-200-2011

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	GeoAware-SC (Supervised, AP-10K P.T.)	PCK	85.6	—	Unverified
2	DINOv2	PCK	85.2	—	Unverified
3	GeoAware-SC (Supervised)	PCK	82.9	—	Unverified
4	SD+DINO (Supervised)	PCK	74.6	—	Unverified
5	GeoAware-SC + CleanDIFT (Zero-Shot)	PCK	70	—	Unverified
6	GeoAware-SC (Zero-Shot)	PCK	68.5	—	Unverified
7	SD+DINO + CleanDIFT (Zero-Shot)	PCK	64.8	—	Unverified
8	IFCAT	PCK	64.4	—	Unverified
9	SD+DINO (Zero-shot)	PCK	64	—	Unverified
10	DIFT + CleanDIFT (Zero-Shot)	PCK	61.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DINOv2	PCK	95.8	—	Unverified
2	GeoAware-SC (Supervised, AP-10K P.T.)	PCK	95.7	—	Unverified
3	GeoAware-SC (Supervised)	PCK	95.1	—	Unverified
4	CATs++	PCK	93.8	—	Unverified
5	SD+DINO (Supervised)	PCK	93.6	—	Unverified
6	CATs	PCK	92.6	—	Unverified
7	VAT	PCK	92.3	—	Unverified
8	VAT (ECCV)	PCK	92.3	—	Unverified
9	CHM	PCK	91.6	—	Unverified
10	DHPF	PCK	90.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	LDMCorrespondences	PCK	84.3	—	Unverified
2	VAT (ECCV)	PCK	81.6	—	Unverified
3	VAT	PCK	81	—	Unverified
4	CHM	PCK	79.4	—	Unverified
5	CATs	PCK	79.2	—	Unverified
6	SCOT	PCK	78.1	—	Unverified
7	DHPF	PCK	77.6	—	Unverified
8	HPF	PCK	76.3	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	HPF	IoU	63	—	Unverified
2	DHPF	IoU	62	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DINOv2	PCK	87.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	LDM Correspondences	Mean PCK@0.05	61.6	—	Unverified