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 12751–12800 of 14297 papers

TitleStatusHype
The diagnostic utility of endocytoscopy for the detection of esophageal lesions: a systematic review and meta-analysis—0
The EcoLexicon Semantic Sketch Grammar: from Knowledge Patterns to Word Sketches—0
The eDiscovery Medicine Show—0
Weighted KL-Divergence for Document Ranking Model Refinement—0
The Effect of Linguistic Parameters in CLIR Performance—0
Weighted Lifted Codes: Local Correctabilities and Application to Robust Private Information Retrieval—0
WeKnow-RAG: An Adaptive Approach for Retrieval-Augmented Generation Integrating Web Search and Knowledge Graphs—0
The Effect of the Multi-Layer Text Summarization Model on the Efficiency and Relevancy of the Vector Space-based Information Retrieval—0
The effects of having lists of synonyms on the performance of Afaan Oromo Text Retrieval system—0
The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit—0
The eIdentity Text Exploration Workbench—0
Temporal Sentence Grounding in Videos: A Survey and Future Directions—0
Performance Evaluation in Multimedia Retrieval—0
The estimation error of general first order methods—0
The Evaluation of Rating Systems in Online Free-for-All Games—0
Performance Effectiveness of Multimedia Information Search Using the Epsilon-Greedy Algorithm—0
The Fact Extraction and VERification Over Unstructured and Structured information (FEVEROUS) Shared Task—0
The Factorization Curse: Which Tokens You Predict Underlie the Reversal Curse and More—0
Performance Conditioning for Diffusion-Based Multi-Instrument Music Synthesis—0
The Function-Representation Model of Computation—0
The Future of AI-Assisted Writing—0
The Future of Combating Rumors? Retrieval, Discrimination, and Generation—0
The Future of MLLM Prompting is Adaptive: A Comprehensive Experimental Evaluation of Prompt Engineering Methods for Robust Multimodal Performance—0
The generalized phase retrieval problem over compact groups—0
The General Pair-based Weighting Loss for Deep Metric Learning—0
Medical Image Super-Resolution Using a Generative Adversarial Network—0
The Geometry of Queries: Query-Based Innovations in Retrieval-Augmented Generation—0
Performance comparison of 3D correspondence grouping algorithm for 3D plant point clouds—0
The Group Loss++: A deeper look into group loss for deep metric learning—0
WeSpeR: Population spectrum retrieval and spectral density estimation of weighted sample covariance—0
Storage and Learning phase transitions in the Random-Features Hopfield Model—0
What are the limits of cross-lingual dense passage retrieval for low-resource languages?—0
The IARPA BETTER Program Abstract Task Four New Semantically Annotated Corpora from IARPA’s BETTER Program—0
The Impact of Main Content Extraction on Near-Duplicate Detection—0
The Impact of Quantization on Retrieval-Augmented Generation: An Analysis of Small LLMs—0
The impact of using biased performance metrics on software defect prediction research—0
The Importance of Recommender and Feedback Features in a Pronunciation Learning Aid—0
Off the Beaten Path: Let's Replace Term-Based Retrieval with k-NN Search—0
The Infinite Index: Information Retrieval on Generative Text-To-Image Models—0
The Influence of Commercial Intent of Search Results on Their Perceived Relevance—0
Perfect Match in Video Retrieval—0
The Instance-centric Transformer for the RVOS Track of LSVOS Challenge: 3rd Place Solution—0
The Interpretation Gap in Text-to-Music Generation Models—0
The JDDC Corpus: A Large-Scale Multi-Turn Chinese Dialogue Dataset for E-commerce Customer Service—0
The Landscape of Non-convex Empirical Risk with Degenerate Population Risk—0
The language of sound search: Examining User Queries in Audio Search Engines—0
The least-used key selection method for information retrieval in large-scale Cloud-based service repositories—0
The Linear Capacity of Single-Server Individually-Private Information Retrieval with Side Information—0
What Can Human Sketches Do for Object Detection?—0
THELMA: Task Based Holistic Evaluation of Large Language Model Applications-RAG Question Answering—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