SOTAVerified

Semantic correspondence

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 126–150 of 175 papers

TitleStatusHype
CVLNet: Cross-View Semantic Correspondence Learning for Video-based Camera Localization—0
DCTM: Discrete-Continuous Transformation Matching for Semantic Flow—0
Towards Deep Clustering of Human Activities from Wearables—0
Demystifying Unsupervised Semantic Correspondence Estimation—0
DenseMatcher: Learning 3D Semantic Correspondence for Category-Level Manipulation from a Single Demo—0
Dense Semantic and Topological Correspondence of 3D Faces without Landmarks—0
Dense Semantic Correspondence where Every Pixel is a Classifier—0
Diffusion Hyperfeatures: Searching Through Time and Space for Semantic Correspondence—0
Semantic Correspondence: A Hierarchical Approach—0
Discovering Sounding Objects by Audio Queries for Audio Visual Segmentation—0
Distillation of Diffusion Features for Semantic Correspondence—0
Do It Yourself: Learning Semantic Correspondence from Pseudo-Labels—0
TPDR: A Novel Two-Step Transformer-based Product and Class Description Match and Retrieval Method—0
DreamMover: Leveraging the Prior of Diffusion Models for Image Interpolation with Large Motion—0
Variational Cross-Graph Reasoning and Adaptive Structured Semantics Learning for Compositional Temporal Grounding—0
Evaluating book summaries from internal knowledge in Large Language Models: a cross-model and semantic consistency approach—0
Visible-Infrared Person Re-Identification via Patch-Mixed Cross-Modality Learning—0
UltraMNIST Classification: A Benchmark to Train CNNs for Very Large Images—0
Eye-for-an-eye: Appearance Transfer with Semantic Correspondence in Diffusion Models—0
ASIC: Aligning Sparse in-the-wild Image Collections—0
Feature-Robust Optimal Transport for High-Dimensional Data—0
Semantix: An Energy Guided Sampler for Semantic Style Transfer—0
FPGS: Feed-Forward Semantic-aware Photorealistic Style Transfer of Large-Scale Gaussian Splatting—0
FPRF: Feed-Forward Photorealistic Style Transfer of Large-Scale 3D Neural Radiance Fields—0
A Context-aware Convolutional Natural Language Generation model for Dialogue Systems—0
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All datasetsSPair-71kPF-PASCALPF-WILLOWCaltech-101AP-10KCUB-200-2011

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GeoAware-SC (Supervised, AP-10K P.T.)PCK85.6—Unverified
2DINOv2PCK85.2—Unverified
3GeoAware-SC (Supervised)PCK82.9—Unverified
4SD+DINO (Supervised)PCK74.6—Unverified
5GeoAware-SC + CleanDIFT (Zero-Shot)PCK70—Unverified
6GeoAware-SC (Zero-Shot)PCK68.5—Unverified
7SD+DINO + CleanDIFT (Zero-Shot)PCK64.8—Unverified
8IFCATPCK64.4—Unverified
9SD+DINO (Zero-shot)PCK64—Unverified
10DIFT + CleanDIFT (Zero-Shot)PCK61.4—Unverified
#ModelMetricClaimedVerifiedStatus
1DINOv2PCK95.8—Unverified
2GeoAware-SC (Supervised, AP-10K P.T.)PCK95.7—Unverified
3GeoAware-SC (Supervised)PCK95.1—Unverified
4CATs++PCK93.8—Unverified
5SD+DINO (Supervised)PCK93.6—Unverified
6CATsPCK92.6—Unverified
7VATPCK92.3—Unverified
8VAT (ECCV)PCK92.3—Unverified
9CHMPCK91.6—Unverified
10DHPFPCK90.7—Unverified
#ModelMetricClaimedVerifiedStatus
1LDMCorrespondencesPCK84.3—Unverified
2VAT (ECCV)PCK81.6—Unverified
3VATPCK81—Unverified
4CHMPCK79.4—Unverified
5CATsPCK79.2—Unverified
6SCOTPCK78.1—Unverified
7DHPFPCK77.6—Unverified
8HPFPCK76.3—Unverified
#ModelMetricClaimedVerifiedStatus
1HPFIoU63—Unverified
2DHPFIoU62—Unverified
#ModelMetricClaimedVerifiedStatus
1DINOv2PCK87.4—Unverified
#ModelMetricClaimedVerifiedStatus
1LDM CorrespondencesMean PCK@0.0561.6—Unverified