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

Showing 1210112150 of 14297 papers

TitleStatusHype
Correspondence-Free Domain Alignment for Unsupervised Cross-Domain Image RetrievalCode0
Fashion Outfit Complementary Item RetrievalCode0
ALoFTRAG: Automatic Local Fine Tuning for Retrieval Augmented GenerationCode0
Correcting the Triplet Selection Bias for Triplet LossCode0
Corpus Poisoning via Approximate Greedy Gradient DescentCode0
All You Can Embed: Natural Language based Vehicle Retrieval with Spatio-Temporal TransformersCode0
Enhancing Tool Retrieval with Iterative Feedback from Large Language ModelsCode0
A Read-and-Select Framework for Zero-shot Entity LinkingCode0
Corpus-Level End-to-End Exploration for Interactive SystemsCode0
Learn to Understand Negation in Video RetrievalCode0
Non-Contrastive Learning Meets Language-Image Pre-TrainingCode0
Enhancing the Ranking Context of Dense Retrieval Methods through Reciprocal Nearest NeighborsCode0
InstUPR : Instruction-based Unsupervised Passage Reranking with Large Language ModelsCode0
Enhancing textual textbook question answering with large language models and retrieval augmented generationCode0
CorpusBrain++: A Continual Generative Pre-Training Framework for Knowledge-Intensive Language TasksCode0
Enhancing Subsequent Video Retrieval via Vision-Language Models (VLMs)Code0
Enhancing Retrieval in QA Systems with Derived Feature AssociationCode0
Fast and Robust Phase Retrieval via Deep Expectation-Consistent ApproximationCode0
Extractive Explanations for Interpretable Text RankingCode0
Enhancing Open-Domain Table Question Answering via Syntax- and Structure-aware Dense RetrievalCode0
MuDAF: Long-Context Multi-Document Attention Focusing through Contrastive Learning on Attention HeadsCode0
Medical Image Retrieval using Deep Convolutional Neural NetworkCode0
Beyond True or False: Retrieval-Augmented Hierarchical Analysis of Nuanced ClaimsCode0
Fast deep reinforcement learning using online adjustments from the pastCode0
LeCaRDv2: A Large-Scale Chinese Legal Case Retrieval DatasetCode0
Alloprof: a new French question-answer education dataset and its use in an information retrieval case studyCode0
MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal RetrievalCode0
Faster Learned Sparse Retrieval with Guided TraversalCode0
Faster R-CNN Features for Instance SearchCode0
Faster Retrieval with a Two-Pass Dynamic-Time-Warping Lower BoundCode0
Medical Image Retrieval via Nearest Neighbor Search on Pre-trained Image FeaturesCode0
Enhancing Knowledge Retrieval with Topic Modeling for Knowledge-Grounded DialogueCode0
Enhancing Image-Text Matching with Adaptive Feature AggregationCode0
Enhancing Human Pose Estimation in Ancient Vase Paintings via Perceptually-grounded Style Transfer LearningCode0
FastFusionNet: New State-of-the-Art for DAWNBench SQuADCode0
Integrating Listwise Ranking into Pairwise-based Image-Text RetrievalCode0
Integrating MedCLIP and Cross-Modal Fusion for Automatic Radiology Report GenerationCode0
Corner-Based Geometric Calibration of Multi-Focus Plenoptic CamerasCode0
Alleviating the Long-Tail Problem in Conversational Recommender SystemsCode0
Integrating Semantics and Neighborhood Information with Graph-Driven Generative Models for Document RetrievalCode0
Enhancing Historical Image Retrieval with Compositional CuesCode0
Beyond Short Snippets: Deep Networks for Video ClassificationCode0
Beyond Seen Data: Improving KBQA Generalization Through Schema-Guided Logical Form GenerationCode0
Legal Case Document Similarity: You Need Both Network and TextCode0
Enhancing Flood Impact Analysis using Interactive Retrieval of Social Media ImagesCode0
Fast Optical System Identification by Numerical InterferometryCode0
Fast or Better? Balancing Accuracy and Cost in Retrieval-Augmented Generation with Flexible User ControlCode0
Enhancing Domain-Specific Retrieval-Augmented Generation: Synthetic Data Generation and Evaluation using Reasoning ModelsCode0
Coreference Resolution in Research Papers from Multiple DomainsCode0
Integrating Visual and Semantic Similarity Using Hierarchies for Image RetrievalCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified