SOTAVerified

Image Retrieval

Image Retrieval is a fundamental and long-standing computer vision task that involves finding images similar to a given query from a large database. It is often considered a form of fine-grained, instance-level classification. The task is integral to image recognition alongside classification and cross-modal retrieval. By leveraging visual similarity and other criteria, image retrieval enables users to efficiently discover relevant images, making it a crucial tool in applications such as search and recommendation.

Extending CLIP for Category-to-image Retrieval in E-commerce

( Image credit: DELF )

Papers

Showing 18011850 of 2239 papers

TitleStatusHype
Learning Non-Metric Visual Similarity for Image Retrieval0
SketchParse : Towards Rich Descriptions for Poorly Drawn Sketches using Multi-Task Hierarchical Deep NetworksCode0
Cross-Media Similarity Evaluation for Web Image Retrieval in the WildCode0
NICT-NAIST System for WMT17 Multimodal Translation Task0
Spatial Language Understanding with Multimodal Graphs using Declarative Learning based Programming0
Reasoning about Fine-grained Attribute Phrases using Reference Games0
Integral Curvature Representation and Matching Algorithms for Identification of Dolphins and Whales0
Statistical Latent Space Approach for Mixed Data Modelling and Applications0
Variational Deep Semantic Hashing for Text DocumentsCode0
SUBIC: A supervised, structured binary code for image search0
Binary Generative Adversarial Networks for Image RetrievalCode0
Deep Metric Learning with Angular LossCode0
Spectral Graph-Based Method of Multimodal Word Embedding0
Deep Discrete Supervised Hashing0
Image Pivoting for Learning Multilingual Multimodal Representations0
Full-Network Embedding in a Multimodal Embedding Pipeline0
Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation0
Image Projective Invariants0
VSE++: Improving Visual-Semantic Embeddings with Hard NegativesCode1
Iterative Manifold Embedding Layer Learned by Incomplete Data for Large-scale Image RetrievalCode0
Class-Weighted Convolutional Features for Visual Instance SearchCode0
Deep Discrete Hashing with Self-supervised Pairwise LabelsCode0
DarkRank: Accelerating Deep Metric Learning via Cross Sample Similarities Transfer0
One-Shot Fine-Grained Instance Retrieval0
Selective Deep Convolutional Features for Image RetrievalCode0
Pedestrian Alignment Network for Large-scale Person Re-identificationCode0
Learning discriminative and transformation covariant local feature detectors.Code0
Comparative Evaluation of Hand-Crafted and Learned Local FeaturesCode0
Beyond Instance-Level Image Retrieval: Leveraging Captions to Learn a Global Visual Representation for Semantic Retrieval0
Spatial-Semantic Image Search by Visual Feature Synthesis0
Generative Attribute Controller With Conditional Filtered Generative Adversarial Networks0
Learning Multifunctional Binary Codes for Both Category and Attribute Oriented Retrieval Tasks0
Learning Discriminative and Transformation Covariant Local Feature DetectorsCode0
Hierarchical Multimodal Metric Learning for Multimodal Classification0
Learning Deep Binary Descriptor With Multi-Quantization0
Deep Visual-Semantic Quantization for Efficient Image Retrieval0
Are Large-Scale 3D Models Really Necessary for Accurate Visual Localization?0
Kernel Square-Loss Exemplar Machines for Image Retrieval0
CS591 Report: Application of siamesa network in 2D transformation0
Sampling Matters in Deep Embedding LearningCode1
Recent Advance in Content-based Image Retrieval: A Literature Survey0
Place recognition: An Overview of Vision Perspective0
PatternNet: A Benchmark Dataset for Performance Evaluation of Remote Sensing Image Retrieval0
A Kind of Affine Weighted Moment Invariants0
Deep Supervised Discrete Hashing0
Multi-View Task-Driven Recognition in Visual Sensor Networks0
Working hard to know your neighbor's margins: Local descriptor learning lossCode1
Fast Single-Class Classification and the Principle of Logit SeparationCode0
Cross-modal Subspace Learning for Fine-grained Sketch-based Image Retrieval0
Object Tracking based on Quantum Particle Swarm Optimization0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SuperGlobalmAP80.2Unverified
2AMESmAP80Unverified
3Hypergraph propagation+community selectionmAP73Unverified
4TokenmAP66.57Unverified
5DELG+ α QE reranking+ RRT rerankingmAP64Unverified
6FIRemAP61.2Unverified
7HOWmAP56.9Unverified
8ResNet101+ArcFace GLDv2-train-cleanmAP51.6Unverified
9DELF–HQE+SPmAP50.3Unverified
10HesAff–rSIFT–HQE+SPmAP49.7Unverified
#ModelMetricClaimedVerifiedStatus
1AMESmAP90.7Unverified
2Hypergraph propagation+Community selectionmAP88.4Unverified
3TokenmAP82.28Unverified
4FIRemAP81.8Unverified
5DELG+ α QE reranking + RRT rerankingmAP80.4Unverified
6HOWmAP79.4Unverified
7ResNet101+ArcFace GLDv2-train-cleanmAP74.2Unverified
8DELF–HQE+SPmAP73.4Unverified
9HesAff–rSIFT–HQE+SPmAP71.3Unverified
10DELF–ASMK*+SPmAP67.8Unverified
#ModelMetricClaimedVerifiedStatus
1AMESmAP89.7Unverified
2SuperGlobalmAP86.7Unverified
3Hypergraph propagationmAP83.3Unverified
4TokenmAP78.56Unverified
5DELG+ α QE reranking + RRT rerankingmAP77.7Unverified
6ResNet101+ArcFace GLDv2-train-cleanmAP70.3Unverified
7FIRemAP70Unverified
8DELF–HQE+SPmAP69.3Unverified
9HOWmAP62.4Unverified
10R–R-MACmAP59.4Unverified
#ModelMetricClaimedVerifiedStatus
1AMESmAP94.9Unverified
2Hypergraph propagationmAP92.6Unverified
3TokenmAP89.34Unverified
4DELG+ α QE reranking + RRT rerankingmAP88.5Unverified
5FIRemAP85.3Unverified
6ResNet101+ArcFace GLDv2-train-cleanmAP84.9Unverified
7DELF–HQE+SPmAP84Unverified
8HOWmAP81.6Unverified
9R–R-MACmAP78.9Unverified
10R–GeMmAP77.2Unverified
#ModelMetricClaimedVerifiedStatus
1Swin-T (MosaiCLIP, CC-12M)Recall@1 (HN-Atom, UC)44.5Unverified
2RN-50 (MosaiCLIP, CC-12M)Recall@1 (HN-Atom, UC)44.4Unverified
3MosaiCLIP (YFCC-FT)Recall@1 (HN-Atom, UC)41.5Unverified
4RN-50 (NegCLIP, CC-12M)Recall@1 (HN-Atom, UC)41.4Unverified
5MosaiCLIP (CC-FT)Recall@1 (HN-Atom, UC)40.9Unverified
6Swin-T (NegCLIP, CC-12M)Recall@1 (HN-Atom, UC)39.6Unverified
7CLIP (YFCC-FT)Recall@1 (HN-Atom, UC)39.5Unverified
8ViT-L-14 (LAION400M)Recall@1 (HN-Atom + HN-Comp, SC)39.44Unverified
9NegCLIP (YFCC-FT)Recall@1 (HN-Atom, UC)39Unverified
10CLIP-FT (YFCC-FT)Recall@1 (HN-Atom, UC)38.3Unverified
#ModelMetricClaimedVerifiedStatus
1DQU-CIR(Recall@10+Recall@50)/271.77Unverified
2TMCIR(Recall@10+Recall@50)/266.56Unverified
3SPN4CIR (SPRC)(Recall@10+Recall@50)/266.41Unverified
4SPRC(Recall@10+Recall@50)/264.85Unverified
5Candidate Set Re-ranking(Recall@10+Recall@50)/262.15Unverified
6RUTIR (BLIP B/16)(Recall@10+Recall@50)/261.32Unverified
7CASE(Recall@10+Recall@50)/259.73Unverified
8CaLa(Recall@10+Recall@50)/257.96Unverified
9BLIP4CIR+Bi(Recall@10+Recall@50)/255.4Unverified
10CLIP4Cir (v3)(Recall@10+Recall@50)/255.36Unverified
#ModelMetricClaimedVerifiedStatus
1X-VLM (base)R@186.9Unverified
2RCARR@162.6Unverified
3SGRAFR@158.5Unverified
4VisualSpartaR@157.4Unverified
5LGSGMR@157.4Unverified
6TERAN MrSwR@156.5Unverified
7TERAN Symm.R@155.7Unverified
8VSRNR@154.7Unverified
9CAMPR@151.5Unverified
10SCAN i-tR@144Unverified
#ModelMetricClaimedVerifiedStatus
1TMCIR(Recall@5+Recall_subset@1)/283.46Unverified
2SPN4CIR (SPRC)(Recall@5+Recall_subset@1)/282.69Unverified
3SPRC2(Recall@5+Recall_subset@1)/282.66Unverified
4SPRC(Recall@5+Recall_subset@1)/281.39Unverified
5Candidate Set Re-ranking(Recall@5+Recall_subset@1)/280.9Unverified
6CaLa(Recall@5+Recall_subset@1)/278.74Unverified
7CASE (Pre-trained on LaSCo.Ca)(Recall@5+Recall_subset@1)/278.25Unverified
8CASE(Recall@5+Recall_subset@1)/277.5Unverified
9VISTA (base)(Recall@5+Recall_subset@1)/275.9Unverified
10MMRet-MLLM(Recall@5+Recall_subset@1)/275.7Unverified
#ModelMetricClaimedVerifiedStatus
1Unicom+ViT-L@336pxR@191.2Unverified
2ROADMAP (DeiT-B)R@186Unverified
3CGD (SG/GS)R@184.2Unverified
4ROADMAP (ResNet-50)R@183.1Unverified
5ProxyNCA++R@181.4Unverified
6PNP LossR@181.1Unverified
7Cross-Batch MemoryR@180.6Unverified
8Smooth-APR@180.1Unverified
9NormSoftmax2048 (ResNet-50)R@179.5Unverified
10EPSHN512R@178.3Unverified
#ModelMetricClaimedVerifiedStatus
1InternVL-G-FTR@185.9Unverified
2InternVL-C-FTR@185.2Unverified
3R2D2 (ViT-L/14)R@184.4Unverified
4CN-CLIP (ViT-L/14@336px)R@184.4Unverified
5CN-CLIP (ViT-H/14)R@183.8Unverified
6CN-CLIP (ViT-L/14)R@182.7Unverified
7CN-CLIP (ViT-B/16)R@179.1Unverified
8R2D2 (ViT-B)R@178.3Unverified
9Wukong (ViT-L/14)R@177.4Unverified
10Wukong (ViT-B/32)R@167.6Unverified
#ModelMetricClaimedVerifiedStatus
1Offline DiffusionMAP96.2Unverified
2CNN+IME layerMAP92Unverified
3DELF+FT+ATT+DIR+QEMAP90Unverified
4DIR+QE*MAP89Unverified