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 7426–7450 of 14297 papers

TitleStatusHype
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