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 3426–3450 of 14297 papers

TitleStatusHype
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