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 7401–7450 of 14297 papers

TitleStatusHype
Learning Graph Edit Distance by Graph Neural Networks—0
Learning Hard Retrieval Decoder Attention for Transformers—0
Event-Centric Query Expansion in Web Search—0
Learning Hash Function through Codewords—0
Learning Health-Bots from Training Data that was Automatically Created using Paraphrase Detection and Expert Knowledge—0
Learning Hierarchical Discrete Linguistic Units from Visually-Grounded Speech—0
Event-Centered Information Retrieval Using Kernels on Event Graphs—0
A Gradient Accumulation Method for Dense Retriever under Memory Constraint—0
Learning Illumination Patterns for Coded Diffraction Phase Retrieval—0
Learning Image Information for eCommerce Queries—0
Event-aware Video Corpus Moment Retrieval—0
Learning in High-Dimensional Multimedia Data: The State of the Art—0
EVE: Efficient Vision-Language Pre-training with Masked Prediction and Modality-Aware MoE—0
EvdCLIP: Improving Vision-Language Retrieval with Entity Visual Descriptions from Large Language Models—0
EVCap: Retrieval-Augmented Image Captioning with External Visual-Name Memory for Open-World Comprehension—0
Class-agnostic Object Detection—0
Design and Evaluation of Camera-Centric Mobile Crowdsourcing Applications—0
Learning Joint Representation of Human Motion and Language—0
Learning Joint Representations of Videos and Sentences with Web Image Search—0
Learning Joint Visual Semantic Matching Embeddings for Language-guided Retrieval—0
1-PAGER: One Pass Answer Generation and Evidence Retrieval—0
Learning Language-Visual Embedding for Movie Understanding with Natural-Language—0
Lexical-Morphological Modeling for Legal Text Analysis—0
Lexicons from Comparable Corpora for Multilingual Information Retrieval (Lexiques de corpus comparables et recherche d'information multilingue) [in French]—0
Learning Locally-Adaptive Decision Functions for Person Verification—0
Learning Low Dimensional Convolutional Neural Networks for High-Resolution Remote Sensing Image Retrieval—0
Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots—0
Learning Material-Aware Local Descriptors for 3D Shapes—0
Beyond Lexical: A Semantic Retrieval Framework for Textual SearchEngine—0
LIDER: An Efficient High-dimensional Learned Index for Large-scale Dense Passage Retrieval—0
Learning Modality-Invariant Representations for Speech and Images—0
Evaluation Set for Slovak News Information Retrieval—0
Learning More From Less: Towards Strengthening Weak Supervision for Ad-Hoc Retrieval—0
Learning Multifunctional Binary Codes for Both Category and Attribute Oriented Retrieval Tasks—0
CLAS: A Machine Learning Enhanced Framework for Exploring Large 3D Design Datasets—0
Learning Multi-Modal Nonlinear Embeddings: Performance Bounds and an Algorithm—0
Evaluation of Table Representations to Answer Questions from Tables in Documents : A Case Study using 3GPP Specifications—0
Learning Multi-Stage Multi-Grained Semantic Embeddings for E-Commerce Search—0
Evaluation of some Information Retrieval models for Gujarati Ad hoc Monolingual Tasks—0
A Gold Standard for CLIR evaluation in the Organic Agriculture Domain—0
Learning New Skills after Deployment: Improving open-domain internet-driven dialogue with human feedback—0
Learning Non-Metric Visual Similarity for Image Retrieval—0
Leveraging Weakly Annotated Data for Fashion Image Retrieval and Label Prediction—0
Evaluation of Semantic Search and its Role in Retrieved-Augmented-Generation (RAG) for Arabic Language—0
Learning of Precise Spike Times with Membrane Potential Dependent Synaptic Plasticity—0
Learning Open Domain Multi-hop Search Using Reinforcement Learning—0
Clarification of Video Retrieval Query Results by the Automated Insertion of Supporting Shots—0
Evaluation of RAG Metrics for Question Answering in the Telecom Domain—0
Learning Parametric Distributions for Image Super-Resolution: Where Patch Matching Meets Sparse Coding—0
Evaluation of quadratic phase hologram calculation algorithms in the Fourier regime—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