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 6226–6250 of 14297 papers

TitleStatusHype
Phase-based Minimalist Parsing and complexity in non-local dependencies—0
2-bit Model Compression of Deep Convolutional Neural Network on ASIC Engine for Image Retrieval—0
DataFrame QA: A Universal LLM Framework on DataFrame Question Answering Without Data Exposure—0
Automating Bibliometric Analysis with Sentence Transformers and Retrieval-Augmented Generation (RAG): A Pilot Study in Semantic and Contextual Search for Customized Literature Characterization for High-Impact Urban Research—0
Data Extraction Attacks in Retrieval-Augmented Generation via Backdoors—0
Automatic View-Point Selection for Inter-Operative Endoscopic Surveillance—0
Analysis of Wikipedia-based Corpora for Question Answering—0
Data-Efficient Ranking Distillation for Image Retrieval—0
Automatic video scene segmentation based on spatial-temporal clues and rhythm—0
Data-Efficient Methods for Dialogue Systems—0
Data-Efficient Massive Tool Retrieval: A Reinforcement Learning Approach for Query-Tool Alignment with Language Models—0
Automatic Transcription of Flamenco Singing from Polyphonic Music Recordings—0
Analysis of Similes in Serbian Literary Texts (1860-1920) using computational methods—0
Ad Auctions for LLMs via Retrieval Augmented Generation—0
Data-Efficient Hate Speech Detection via Cross-Lingual Nearest Neighbor Retrieval with Limited Labeled Data—0
Data-Efficient Generalization for Zero-shot Composed Image Retrieval—0
Automatic Textual Evidence Mining in COVID-19 Literature—0
Data-Efficient Autoregressive Document Retrieval for Fact Verification—0
Data-Driven Relevance Judgments for Ranking Evaluation—0
Automatic Text Summarization Approaches to Speed up Topic Model Learning Process—0
Analysis of Sensing Spectral for Signal Recovery under a Generalized Linear Model—0
Data-driven intelligent computational design for products: Method, techniques, and applications—0
Data-Driven Dialogue Systems for Social Agents—0
Automatic Teaching Platform on Vision Language Retrieval Augmented Generation—0
Data-Driven Design for Fourier Ptychographic Microscopy—0
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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