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

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Showing 3401–3450 of 14297 papers

TitleStatusHype
Learned k-NN Distance EstimationCode0
Learning a Deep Listwise Context Model for Ranking RefinementCode0
Learning a Repression Network for Precise Vehicle SearchCode0
LCD: Learned Cross-Domain Descriptors for 2D-3D MatchingCode0
Cross-Domain Image Matching with Deep Feature MapsCode0
Learning Deep Local Features With Multiple Dynamic Attentions for Large-Scale Image RetrievalCode0
LaSO: Label-Set Operations networks for multi-label few-shot learningCode0
Exploiting Local Indexing and Deep Feature Confidence Scores for Fast Image-to-Video SearchCode0
Augmentation Methods on Monophonic Audio for Instrument Classification in Polyphonic MusicCode0
Memory and Knowledge Augmented Language Models for Inferring Salience in Long-Form StoriesCode0
Deep Binary Reconstruction for Cross-modal HashingCode0
LaSER: Language-Specific Event RecommendationCode0
Latent Structured Hopfield Network for Semantic Association and RetrievalCode0
Deep Cauchy Hashing for Hamming Space RetrievalCode0
Deep Class-guided Hashing for Multi-label Cross-modal RetrievalCode0
Deep Class-Wise Hashing: Semantics-Preserving Hashing via Class-wise LossCode0
Cross-Dialect Information Retrieval: Information Access in Low-Resource and High-Variance LanguagesCode0
Deep Conditional Representation Learning for Drum Sample Retrieval by VocalisationCode0
AUEB at BioASQ 6: Document and Snippet RetrievalCode0
A Zero-Shot Sketch-based Inter-Modal Object Retrieval Scheme for Remote Sensing ImagesCode0
Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable ConvergenceCode0
Large Vision-Language Models for Knowledge-Grounded Data Annotation of MemesCode0
AUEB-Archimedes at RIRAG-2025: Is obligation concatenation really all you need?Code0
CROMER: a Tool for Cross-Document Event and Entity CoreferenceCode0
Large Scale Multi-Lingual Multi-Modal Summarization DatasetCode0
Large Scale Product Graph Construction for Recommendation in E-commerceCode0
Whispers in Grammars: Injecting Covert Backdoors to Compromise Dense Retrieval SystemsCode0
CROLoss: Towards a Customizable Loss for Retrieval Models in Recommender SystemsCode0
AmsterTime: A Visual Place Recognition Benchmark Dataset for Severe Domain ShiftCode0
MICDIR: Multi-scale Inverse-consistent Deformable Image Registration using UNetMSS with Self-Constructing Graph LatentCode0
Critically Examining the "Neural Hype": Weak Baselines and the Additivity of Effectiveness Gains from Neural Ranking ModelsCode0
DeepDiary: Automatic Caption Generation for Lifelogging Image StreamsCode0
Audio-Visual Model Distillation Using Acoustic ImagesCode0
Deep Discrete Hashing with Self-supervised Pairwise LabelsCode0
Large-Scale Location Recognition and the Geometric Burstiness ProblemCode0
CriSp: Leveraging Tread Depth Maps for Enhanced Crime-Scene Shoeprint MatchingCode0
Large-Scale Approximate k-NN Graph Construction on GPUCode0
Large-Scale Cover Song Detection in Digital Music Libraries Using Metadata, Lyrics and Audio FeaturesCode0
Large-Scale Historical Watermark Recognition: dataset and a new consistency-based approachCode0
Large-Scale Image Retrieval with Attentive Deep Local FeaturesCode0
Creating a silver standard for patent simplificationCode0
CREATE: Cohort Retrieval Enhanced by Analysis of Text from Electronic Health Records using OMOP Common Data ModelCode0
A Modulation Module for Multi-task Learning with Applications in Image RetrievalCode0
Large Language Models and Multimodal Retrieval for Visual Word Sense DisambiguationCode0
Large Language Models Are Cross-Lingual Knowledge-Free ReasonersCode0
LawngNLI: A Long-Premise Benchmark for In-Domain Generalization from Short to Long Contexts and for Implication-Based RetrievalCode0
Learning Deep Nearest Neighbor Representations Using Differentiable Boundary TreesCode0
Learning to Represent Bilingual DictionariesCode0
A Deep Bag-of-Features Model for Music Auto-TaggingCode0
LSRP: A Leader-Subordinate Retrieval Framework for Privacy-Preserving Cloud-Device CollaborationCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified