SOTAVerified

Retrieval

A methodology that involves selecting relevant data or examples from a large dataset to support tasks like prediction, learning, or inference. It enhances models by providing context or additional information, often used in systems like retrieval-augmented generation or in-context learning.

Papers

Showing 1150111550 of 14297 papers

TitleStatusHype
Compact Scene Graphs for Layout Composition and Patch Retrieval0
A Hybrid Retrieval-Generation Neural Conversation ModelCode0
Critically Examining the "Neural Hype": Weak Baselines and the Additivity of Effectiveness Gains from Neural Ranking ModelsCode0
A Progressive Visual Analytics Tool for Incremental Experimental Evaluation0
Exquisitor: Interactive Learning at Large0
Generative Model for Zero-Shot Sketch-Based Image Retrieval0
An Efficient Approximate kNN Graph Method for Diffusion on Image RetrievalCode0
A Theoretically Sound Upper Bound on the Triplet Loss for Improving the Efficiency of Deep Distance Metric Learning0
Weighted Lifted Codes: Local Correctabilities and Application to Robust Private Information Retrieval0
Patent Analytics Based on Feature Vector Space Model: A Case of IoT0
Document Expansion by Query PredictionCode2
Adversarial Cross-Modal Retrieval via Learning and Transferring Single-Modal Similarities0
A Medical Literature Search System for Identifying Effective Treatments in Precision Medicine0
Audio-Visual Model Distillation Using Acoustic ImagesCode0
Geometric Image Correspondence Verification by Dense Pixel Matching0
An Axiomatic Approach to Regularizing Neural Ranking Models0
Semantic query-by-example speech search using visual groundingCode0
RelEmb: A relevance-based application embedding for Mobile App retrieval and categorization0
Text segmentation on multilabel documents: A distant-supervised approach0
Multi-Similarity Loss with General Pair Weighting for Deep Metric LearningCode1
Data Augmentation for BERT Fine-Tuning in Open-Domain Question Answering0
GeoCapsNet: Aerial to Ground view Image Geo-localization using Capsule Network0
Reliable Prediction Errors for Deep Neural Networks Using Test-Time Dropout0
Reference Product Search0
UniVSE: Robust Visual Semantic Embeddings via Structured Semantic RepresentationsCode1
Investigating Retrieval Method Selection with Axiomatic Features0
Context-Aware Embeddings for Automatic Art AnalysisCode0
Efficient Retrieval of Logos Using Rough Set Reducts0
SOSNet: Second Order Similarity Regularization for Local Descriptor LearningCode0
Exploring Uncertainty Measures for Image-Caption Embedding-and-Retrieval Task0
CMIR-NET : A Deep Learning Based Model For Cross-Modal Retrieval In Remote SensingCode0
PUNCH: Positive UNlabelled Classification based information retrieval in Hyperspectral imagesCode0
SoDeep: a Sorting Deep net to learn ranking loss surrogatesCode0
Improved Embeddings with Easy Positive Triplet MiningCode0
Multi-View Matrix Completion for Multi-Label Image Classification0
Crosslingual Document Embedding as Reduced-Rank Ridge RegressionCode0
Data-Driven Design for Fourier Ptychographic Microscopy0
Learning Metrics from Teachers: Compact Networks for Image EmbeddingCode0
Scalable Change Retrieval Using Deep 3D Neural Codes0
Supervised Discrete Hashing with Relaxation0
Doodle to Search: Practical Zero-Shot Sketch-based Image RetrievalCode0
An Integrated Approach for Keyphrase Generation via Exploring the Power of Retrieval and ExtractionCode0
Actively Seeking and Learning from Live Data0
Can You Explain That? Lucid Explanations Help Human-AI Collaborative Image Retrieval0
Extracting Factual Min/Max Age Information from Clinical Trial Studies0
Semantic-Aware Knowledge Preservation for Zero-Shot Sketch-Based Image RetrievalCode0
Weakly Supervised Video Moment Retrieval From Text QueriesCode0
Snap and Find: Deep Discrete Cross-domain Garment Image Retrieval0
A new algorithm for shape matching and pattern recognition using dynamic programming0
MMED: A Multi-domain and Multi-modality Event Dataset0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified