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 1251–1275 of 14297 papers

TitleStatusHype
Exploring _0 Sparsification for Inference-free Sparse RetrieversCode1
Cascaded Multilingual Audio-Visual Learning from VideosCode1
Exploring Large Language Models for Communication Games: An Empirical Study on WerewolfCode1
Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language ModelsCode1
CAFe: Unifying Representation and Generation with Contrastive-Autoregressive FinetuningCode1
'CADSketchNet' -- An Annotated Sketch dataset for 3D CAD Model Retrieval with Deep Neural NetworksCode1
CaseLink: Inductive Graph Learning for Legal Case RetrievalCode1
CaseGNN: Graph Neural Networks for Legal Case Retrieval with Text-Attributed GraphsCode1
CaLa: Complementary Association Learning for Augmenting Composed Image RetrievalCode1
CAD-Deform: Deformable Fitting of CAD Models to 3D ScansCode1
CBR-RAG: Case-Based Reasoning for Retrieval Augmented Generation in LLMs for Legal Question AnsweringCode1
FairDiverse: A Comprehensive Toolkit for Fair and Diverse Information Retrieval AlgorithmsCode1
Contextual Compression in Retrieval-Augmented Generation for Large Language Models: A SurveyCode1
Retrieval augmentation of large language models for lay language generationCode1
CgAT: Center-Guided Adversarial Training for Deep Hashing-Based RetrievalCode1
CenterCLIP: Token Clustering for Efficient Text-Video RetrievalCode1
ARTEMIS: Attention-based Retrieval with Text-Explicit Matching and Implicit SimilarityCode1
Certifiably Robust RAG against Retrieval CorruptionCode1
FashionViL: Fashion-Focused Vision-and-Language Representation LearningCode1
Fast and Accurate Factual Inconsistency Detection Over Long DocumentsCode1
AI Literature Review SuiteCode1
CAMeL: Cross-modality Adaptive Meta-Learning for Text-based Person RetrievalCode1
AARGH! End-to-end Retrieval-Generation for Task-Oriented DialogCode1
Chain-of-Skills: A Configurable Model for Open-domain Question AnsweringCode1
Exploiting Novel GPT-4 APIsCode1
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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