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 1–25 of 175 papers

TitleStatusHype
Zero-shot Image Editing with Reference ImitationCode5
StableVITON: Learning Semantic Correspondence with Latent Diffusion Model for Virtual Try-OnCode3
Semantic Gesticulator: Semantics-Aware Co-Speech Gesture SynthesisCode3
CleanDIFT: Diffusion Features without NoiseCode2
Going Denser with Open-Vocabulary Part SegmentationCode2
Zero-Shot Video Semantic Segmentation based on Pre-Trained Diffusion ModelsCode2
A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic CorrespondenceCode2
CoCosNet v2: Full-Resolution Correspondence Learning for Image TranslationCode1
Fine-Grained Image-Text Matching by Cross-Modal Hard Aligning NetworkCode1
CoHD: A Counting-Aware Hierarchical Decoding Framework for Generalized Referring Expression SegmentationCode1
Cost Aggregation Is All You Need for Few-Shot SegmentationCode1
Factual Serialization Enhancement: A Key Innovation for Chest X-ray Report GenerationCode1
Emergent Correspondence from Image DiffusionCode1
Convolutional Hough Matching NetworksCode1
Exploring Structured Semantic Prior for Multi Label Recognition with Incomplete LabelsCode1
Attentive Normalization for Conditional Image GenerationCode1
CATs++: Boosting Cost Aggregation with Convolutions and TransformersCode1
Deep ViT Features as Dense Visual DescriptorsCode1
Cora: Correspondence-aware image editing using few step diffusionCode1
Color2Embed: Fast Exemplar-Based Image Colorization using Color EmbeddingsCode1
Doubly Deformable Aggregation of Covariance Matrices for Few-shot SegmentationCode1
Compositional Temporal Grounding with Structured Variational Cross-Graph Correspondence LearningCode1
AesPA-Net: Aesthetic Pattern-Aware Style Transfer NetworksCode1
Correspondence Networks with Adaptive Neighbourhood ConsensusCode1
A Sparse and Locally Coherent Morphable Face Model for Dense Semantic Correspondence Across Heterogeneous 3D FacesCode1
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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 [email protected]61.6—Unverified