SOTAVerified

Semantic correspondence

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

Papers

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Showing 51–100 of 175 papers

TitleStatusHype
Telling Left from Right: Identifying Geometry-Aware Semantic CorrespondenceCode1
Temporal Consistent Automatic Video Colorization via Semantic CorrespondenceCode1
TransforMatcher: Match-to-Match Attention for Semantic CorrespondenceCode1
UATVR: Uncertainty-Adaptive Text-Video RetrievalCode1
Unleashing the Potential of the Diffusion Model in Few-shot Semantic SegmentationCode1
Unsupervised Object-Level Representation Learning from Scene ImagesCode1
Unsupervised Semantic Correspondence Using Stable DiffusionCode1
XMorpher: Full Transformer for Deformable Medical Image Registration via Cross AttentionCode1
Learning From Noisy Correspondence With Tri-Partition for Cross-Modal Matching—0
ASIC: Aligning Sparse in-the-wild Image Collections—0
Reference-Based Video Colorization with Spatiotemporal Correspondence—0
CL2CM: Improving Cross-Lingual Cross-Modal Retrieval via Cross-Lingual Knowledge Transfer—0
Attentive Semantic Alignment with Offset-Aware Correlation Kernels—0
Towards Affordance-Aware Articulation Synthesis for Rigged Objects—0
RL from Physical Feedback: Aligning Large Motion Models with Humanoid Control—0
CONDA: Condensed Deep Association Learning for Co-Salient Object Detection—0
ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration—0
Robo-ABC: Affordance Generalization Beyond Categories via Semantic Correspondence for Robot Manipulation—0
Seeing Sound: Assembling Sounds from Visuals for Audio-to-Image Generation—0
Self-Supervised Spatial Correspondence Across Modalities—0
SemAlign3D: Semantic Correspondence between RGB-Images through Aligning 3D Object-Class Representations—0
Countering Language Drift via Grounding—0
CPGAN: Content-Parsing Generative Adversarial Networks for Text-to-Image Synthesis—0
Cross-lingual Parse Disambiguation based on Semantic Correspondence—0
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
Eye-for-an-eye: Appearance Transfer with Semantic Correspondence in Diffusion Models—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
GPT-4o: Visual perception performance of multimodal large language models in piglet activity understanding—0
GS-Pose: Category-Level Object Pose Estimation via Geometric and Semantic Correspondence—0
Guided Semantic Flow—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