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 2601–2650 of 14297 papers

TitleStatusHype
Learning to Ask Like a PhysicianCode1
Combination of Multiple Global Descriptors for Image RetrievalCode1
SciMON: Scientific Inspiration Machines Optimized for NoveltyCode1
Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial TrainingCode1
An overview on the evaluated video retrieval tasks at TRECVID 2022Code1
PyTorchGeoNodes: Enabling Differentiable Shape Programs for 3D Shape ReconstructionCode1
Enhancing Speech-to-Speech Dialogue Modeling with End-to-End Retrieval-Augmented GenerationCode1
ImageRAG: Enhancing Ultra High Resolution Remote Sensing Imagery Analysis with ImageRAGCode1
Broken Neural Scaling LawsCode1
QuerYD: A video dataset with high-quality text and audio narrationsCode1
Enhancing Uncertainty-Based Hallucination Detection with Stronger FocusCode1
Enhancing Vision-Language Pre-Training with Jointly Learned Questioner and Dense CaptionerCode1
Enriching Music Descriptions with a Finetuned-LLM and Metadata for Text-to-Music RetrievalCode1
Query Encoder Distillation via Embedding Alignment is a Strong Baseline Method to Boost Dense Retriever Online EfficiencyCode1
Active Image IndexingCode1
Entailment Tree Explanations via Iterative Retrieval-Generation ReasonerCode1
ComCLIP: Training-Free Compositional Image and Text MatchingCode1
ComFact: A Benchmark for Linking Contextual Commonsense KnowledgeCode1
Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural NetworkCode1
QVHighlights: Detecting Moments and Highlights in Videos via Natural Language QueriesCode1
BroadFace: Looking at Tens of Thousands of People at Once for Face RecognitionCode1
EntQA: Entity Linking as Question AnsweringCode1
Learning SO(3) Equivariant Representations with Spherical CNNsCode1
Learning Sparse Analytic Filters for Piano TranscriptionCode1
Compositional Learning of Image-Text Query for Image RetrievalCode1
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service SupportCode1
Condensed Movies: Story Based Retrieval with Contextual EmbeddingsCode1
3DCoMPaT200: Language-Grounded Compositional Understanding of Parts and Materials of 3D ShapesCode1
Comprehensive Graph-conditional Similarity Preserving Network for Unsupervised Cross-modal HashingCode1
ESA: External Space Attention Aggregation for Image-Text RetrievalCode1
SPAN: Learning Similarity between Scene Graphs and Images with TransformersCode1
Learning Sparse Prototypes for Text GenerationCode1
Learning To Generate Piano Music With Sustain PedalsCode1
BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via CompressionCode1
A Comprehensive Review of the Video-to-Text ProblemCode1
CompanyKG: A Large-Scale Heterogeneous Graph for Company Similarity QuantificationCode1
Assisting Mathematical Formalization with A Learning-based Premise RetrieverCode1
Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical StudyCode1
Composing Text and Image for Image Retrieval - An Empirical OdysseyCode1
Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based NLPCode1
Composite Sketch+Text Queries for Retrieving Objects with Elusive Names and Complex InteractionsCode1
RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference AlignmentCode1
Learning Relation Alignment for Calibrated Cross-modal RetrievalCode1
RAG with Differential PrivacyCode1
AssistSR: Task-oriented Video Segment Retrieval for Personal AI AssistantCode1
Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQACode1
Bridging the Gap: Multi-Level Cross-Modality Joint Alignment for Visible-Infrared Person Re-IdentificationCode1
Evaluating Retrieval Quality in Retrieval-Augmented GenerationCode1
Compositional Attention: Disentangling Search and RetrievalCode1
Composed Image Retrieval for Training-Free Domain ConversionCode1
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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