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 926–950 of 14297 papers

TitleStatusHype
A Neural Corpus Indexer for Document RetrievalCode1
Text Proxy: Decomposing Retrieval from a 1-to-N Relationship into N 1-to-1 Relationships for Text-Video RetrievalCode1
dEchorate: a Calibrated Room Impulse Response Database for Echo-aware Signal ProcessingCode1
GREED: A Neural Framework for Learning Graph Distance FunctionsCode1
A clinically motivated self-supervised approach for content-based image retrieval of CT liver imagesCode1
A CLIP-Hitchhiker's Guide to Long Video RetrievalCode1
DeCEMBERT: Learning from Noisy Instructional Videos via Dense Captions and Entropy MinimizationCode1
Declarative Experimentation in Information Retrieval using PyTerrierCode1
Deconfounded Video Moment Retrieval with Causal InterventionCode1
DataSculpt: Crafting Data Landscapes for Long-Context LLMs through Multi-Objective PartitioningCode1
Dealing with Typos for BERT-based Passage Retrieval and RankingCode1
FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion TasksCode1
Familiarity-Aware Evidence Compression for Retrieval-Augmented GenerationCode1
FashionViL: Fashion-Focused Vision-and-Language Representation LearningCode1
Fast and Accurate Factual Inconsistency Detection Over Long DocumentsCode1
Fast and Incremental Loop Closure Detection Using Proximity GraphsCode1
A Simple and Efficient Reconstruction Backbone for Snapshot Compressive ImagingCode1
A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural LanguageCode1
Adaptive Nearest Neighbor Machine TranslationCode1
Fast Online Hashing with Multi-Label ProjectionCode1
Fast Passage Re-ranking with Contextualized Exact Term Matching and Efficient Passage ExpansionCode1
Unsupervised Sketch-to-Photo SynthesisCode1
Feature Representation Learning for Unsupervised Cross-domain Image RetrievalCode1
Federated Recommendation via Hybrid Retrieval Augmented GenerationCode1
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge BasesCode1
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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