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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1951–1975 of 14297 papers

TitleStatusHype
WindTunnel -- A Framework for Community Aware Sampling of Large Corpora—0
R^3AG: First Workshop on Refined and Reliable Retrieval Augmented Generation—0
KisanQRS: A Deep Learning-based Automated Query-Response System for Agricultural Decision-Making—0
MatExpert: Decomposing Materials Discovery by Mimicking Human Experts—0
Multi-path Exploration and Feedback Adjustment for Text-to-Image Person Retrieval—0
LLM-Consensus: Multi-Agent Debate for Visual Misinformation Detection—0
RARe: Retrieval Augmented Retrieval with In-Context ExamplesCode0
GiVE: Guiding Visual Encoder to Perceive Overlooked Information—0
AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance LabelsCode0
Quam: Adaptive Retrieval through Query Affinity ModellingCode0
Optimizing Keyphrase Ranking for Relevance and Diversity Using Submodular Function Optimization (SFO)Code0
Multi-Field Adaptive Retrieval—0
UniHGKR: Unified Instruction-aware Heterogeneous Knowledge RetrieversCode1
Mask-based Membership Inference Attacks for Retrieval-Augmented Generation—0
ChunkRAG: Novel LLM-Chunk Filtering Method for RAG Systems—0
Two are better than one: Context window extension with multi-grained self-injectionCode0
pEBR: A Probabilistic Approach to Embedding Based Retrieval—0
AGENT-CQ: Automatic Generation and Evaluation of Clarifying Questions for Conversational Search with LLMs—0
Taxonomy-guided Semantic Indexing for Academic Paper Search—0
Retrieving Implicit and Explicit Emotional Events Using Large Language Models—0
Geometric Feature Enhanced Knowledge Graph Embedding and Spatial Reasoning—0
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate HallucinationsCode1
ChatSearch: a Dataset and a Generative Retrieval Model for General Conversational Image RetrievalCode0
Link, Synthesize, Retrieve: Universal Document Linking for Zero-Shot Information RetrievalCode0
Understanding Ranking LLMs: A Mechanistic Analysis for Information Retrieval—0
Show:102550
← PrevPage 79 of 572Next →
All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

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