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 49014950 of 14297 papers

TitleStatusHype
Efficient Image Retrieval via Decoupling Diffusion into Online and Offline ProcessingCode0
GPU-FV: Realtime Fisher Vector and Its Applications in Video MonitoringCode0
GPT-FinRE: In-context Learning for Financial Relation Extraction using Large Language ModelsCode0
Gradient-based Maximally Interfered Retrieval for Domain Incremental 3D Object DetectionCode0
Efficient End-to-End Video Question Answering with Pyramidal Multimodal TransformerCode0
Goniometers are a Powerful Acoustic Feature for Music Information Retrieval TasksCode0
Efficient Document Retrieval with G-RetrieverCode0
GOCA: Guided Online Cluster Assignment for Self-Supervised Video Representation LearningCode0
Efficient Document Retrieval by End-to-End Refining and Quantizing BERT Embedding with Contrastive Product QuantizationCode0
CANDY: A Benchmark for Continuous Approximate Nearest Neighbor Search with Dynamic Data IngestionCode0
Goal-Oriented Script ConstructionCode0
Going for GOAL: A Resource for Grounded Football CommentariesCode0
Cross-Camera Trajectories Help Person Retrieval in a Camera NetworkCode0
Large Language Models are Limited in Out-of-Context Knowledge ReasoningCode0
Efficient Discovery and Effective Evaluation of Visual Perceptual Similarity: A Benchmark and BeyondCode0
Exploiting Semantic Role Contextualized Video Features for Multi-Instance Text-Video Retrieval EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2022Code0
Can Diffusion Models Provide Rigorous Uncertainty Quantification for Bayesian Inverse Problems?Code0
Efficient Diffusion on Region Manifolds: Recovering Small Objects with Compact CNN RepresentationsCode0
Efficient Cross-Modal Video Retrieval with Meta-Optimized FramesCode0
Efficient Cross-Modal Retrieval via Deep Binary Hashing and QuantizationCode0
Efficient course recommendations with T5-based ranking and summarizationCode0
GINGER: Grounded Information Nugget-Based Generation of ResponsesCode0
Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question AnsweringCode0
Efficient Conversational Search via Topical Locality in Dense RetrievalCode0
APES: Audiovisual Person Search in Untrimmed VideoCode0
Explore-Exploit Graph Traversal for Image RetrievalCode0
CAMP: Cross-Modal Adaptive Message Passing for Text-Image RetrievalCode0
Getting To Know You: User Attribute Extraction from DialoguesCode0
GLARE: Guided LexRank for Advanced Retrieval in Legal AnalysisCode0
Efficient Cluster-Based k-Nearest-Neighbor Machine TranslationCode0
Geolocation Estimation of Photos using a Hierarchical Model and Scene ClassificationCode0
AR-RAG: Autoregressive Retrieval Augmentation for Image GenerationCode0
GenKI: Enhancing Open-Domain Question Answering with Knowledge Integration and Controllable Generation in Large Language ModelsCode0
Camera Style Adaptation for Person Re-identificationCode0
Geometric features for voxel-based surface recognitionCode0
Efficient and Interpretable Information Retrieval for Product Question Answering with Heterogeneous DataCode0
Camera-Based Piano Sheet Music IdentificationCode0
Generative Question Refinement with Deep Reinforcement Learning in Retrieval-based QA SystemCode0
Generative Patch Priors for Practical Compressive Image RecoveryCode0
Generative Principal Component AnalysisCode0
Generative Relevance Feedback and Convergence of Adaptive Re-Ranking: University of Glasgow Terrier Team at TREC DL 2023Code0
CloudWalker: Random walks for 3D point cloud shape analysisCode0
Efficiency-Effectiveness Tradeoff of Probabilistic Structured Queries for Cross-Language Information RetrievalCode0
Dual-Encoders for Extreme Multi-Label ClassificationCode0
Generating Signed Language Instructions in Large-Scale Dialogue SystemsCode0
Generative Adversarial User Privacy in Lossy Single-Server Information RetrievalCode0
Generating Natural Questions About an ImageCode0
Generating Biomedical Question Answering Corpora from Q&A forumsCode0
Exploring Information Retrieval Landscapes: An Investigation of a Novel Evaluation Techniques and Comparative Document Splitting MethodsCode0
Generating Diverse and Meaningful CaptionsCode0
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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