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 13511400 of 14297 papers

TitleStatusHype
Data-Free Sketch-Based Image RetrievalCode1
End-to-end Knowledge Retrieval with Multi-modal QueriesCode1
End-to-End Learning of Visual Representations from Uncurated Instructional VideosCode1
End-to-end Lyrics Alignment for Polyphonic Music Using an Audio-to-Character Recognition ModelCode1
End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question AnsweringCode1
End-to-End Training of Neural Retrievers for Open-Domain Question AnsweringCode1
Enhancing Complex Question Answering over Knowledge Graphs through Evidence Pattern RetrievalCode1
Enhancing Conversational Search: Large Language Model-Aided Informative Query RewritingCode1
AcuRank: Uncertainty-Aware Adaptive Computation for Listwise RerankingCode1
dEchorate: a Calibrated Room Impulse Response Database for Echo-aware Signal ProcessingCode1
Align and Prompt: Video-and-Language Pre-training with Entity PromptsCode1
Enhancing Multi-modal and Multi-hop Question Answering via Structured Knowledge and Unified Retrieval-GenerationCode1
Align before Fuse: Vision and Language Representation Learning with Momentum DistillationCode1
Deep Evidential Learning with Noisy Correspondence for Cross-Modal RetrievalCode1
ImageRAG: Enhancing Ultra High Resolution Remote Sensing Imagery Analysis with ImageRAGCode1
Enhancing Uncertainty-Based Hallucination Detection with Stronger FocusCode1
audioLIME: Listenable Explanations Using Source SeparationCode1
Entailment Tree Explanations via Iterative Retrieval-Generation ReasonerCode1
Entity Linking in 100 LanguagesCode1
EntQA: Entity Linking as Question AnsweringCode1
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM EraCode1
A Rotation-Invariant Framework for Deep Point Cloud AnalysisCode1
ESA: External Space Attention Aggregation for Image-Text RetrievalCode1
ESPN: Memory-Efficient Multi-Vector Information RetrievalCode1
CXR-CLIP: Toward Large Scale Chest X-ray Language-Image Pre-trainingCode1
Curriculum Learning for Dense Retrieval DistillationCode1
CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock MarketCode1
C-STS: Conditional Semantic Textual SimilarityCode1
1st Place Solution to Google Landmark Retrieval 2020Code1
A Survey of Multimodal Composite Editing and RetrievalCode1
Everything at Once -- Multi-modal Fusion Transformer for Video RetrievalCode1
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature ReviewsCode1
DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference AccelerationCode1
Audio Retrieval with Natural Language Queries: A Benchmark StudyCode1
ExaRanker: Explanation-Augmented Neural RankerCode1
ExaRanker-Open: Synthetic Explanation for IR using Open-Source LLMsCode1
EX-FEVER: A Dataset for Multi-hop Explainable Fact VerificationCode1
EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented GenerationCode1
Expectation-Maximization Contrastive Learning for Compact Video-and-Language RepresentationsCode1
Explainable Legal Case Matching via Inverse Optimal Transport-based Rationale ExtractionCode1
Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency BenefitsCode1
Exploring Dense Retrieval for Dialogue Response SelectionCode1
AlignRAG: Leveraging Critique Learning for Evidence-Sensitive Retrieval-Augmented ReasoningCode1
Exploring _0 Sparsification for Inference-free Sparse RetrieversCode1
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-trainingCode1
Exploring Large Language Models for Communication Games: An Empirical Study on WerewolfCode1
CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language PairsCode1
Exploring the Impact of Noise on Hybrid Inversion of PROSAIL RTM on Sentinel-2 DataCode1
Cross-Thought for Sentence Encoder Pre-trainingCode1
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQLCode1
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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