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 1345113500 of 14297 papers

TitleStatusHype
Improving Personality Consistency in Conversation by Persona ExtendingCode0
Improving Personalized Search with Regularized Low-Rank Parameter UpdatesCode0
Cross-Modal and Hierarchical Modeling of Video and TextCode0
Cross-Media Similarity Evaluation for Web Image Retrieval in the WildCode0
Cross-media Multi-level Alignment with Relation Attention NetworkCode0
Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedback: A Reproducibility StudyCode0
Mathematical Reasoning for Unmanned Aerial Vehicles: A RAG-Based Approach for Complex Arithmetic ReasoningCode0
A multimodal deep learning framework for scalable content based visual media retrievalCode0
More Room for Language: Investigating the Effect of Retrieval on Language ModelsCode0
BordIRlines: A Dataset for Evaluating Cross-lingual Retrieval-Augmented GenerationCode0
MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical ReasoningCode0
Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification GraphsCode0
MatKB: Semantic Search for Polycrystalline Materials Synthesis ProceduresCode0
SketchyScene: Richly-Annotated Scene SketchesCode0
Pretrain like Your Inference: Masked Tuning Improves Zero-Shot Composed Image RetrievalCode0
REVEAL: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge MemoryCode0
SketchyGAN: Towards Diverse and Realistic Sketch to Image SynthesisCode0
SLOSH: Set LOcality Sensitive Hashing via Sliced-Wasserstein EmbeddingsCode0
Slot Filling for Biomedical Information ExtractionCode0
Pre-training with Aspect-Content Text Mutual Prediction for Multi-Aspect Dense RetrievalCode0
SketchParse : Towards Rich Descriptions for Poorly Drawn Sketches using Multi-Task Hierarchical Deep NetworksCode0
SketchMate: Deep Hashing for Million-Scale Human Sketch RetrievalCode0
ZeQR: Zero-shot Query Reformulation for Conversational SearchCode0
Partial 3D Object Retrieval using Local Binary QUICCI Descriptors and Dissimilarity Tree IndexingCode0
Sketch Input Method Editor: A Comprehensive Dataset and Methodology for Systematic Input RecognitionCode0
XGraphRAG: Interactive Visual Analysis for Graph-based Retrieval-Augmented GenerationCode0
Understanding Retrieval Robustness for Retrieval-Augmented Image CaptioningCode0
Sketching out the Details: Sketch-based Image Retrieval using Convolutional Neural Networks with Multi-stage RegressionCode0
SMARTFinRAG: Interactive Modularized Financial RAG BenchmarkCode0
Three things everyone should know to improve object retrievalCode0
Chain-of-Factors Paper-Reviewer MatchingCode0
Why-So-Deep: Towards Boosting Previously Trained Models for Visual Place RecognitionCode0
Weakly-Supervised Open-Retrieval Conversational Question AnsweringCode0
Understanding the Impact of Evidence-Aware Sentence Selection for Fact CheckingCode0
SketchEmbedNet: Learning Novel Concepts by Imitating DrawingsCode0
Understanding the Limitations of CNN-based Absolute Camera Pose RegressionCode0
Part-Guided Attention Learning for Vehicle Instance RetrievalCode0
Sketch-based Medical Image RetrievalCode0
Reuse your features: unifying retrieval and feature-metric alignmentCode0
Retro-li: Small-Scale Retrieval Augmented Generation Supporting Noisy Similarity Searches and Domain Shift GeneralizationCode0
Video Background Music Generation: Dataset, Method and EvaluationCode0
TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge BasesCode0
SoccerRAG: Multimodal Soccer Information Retrieval via Natural QueriesCode0
Socializing the Semantic Gap: A Comparative Survey on Image Tag Assignment, Refinement and RetrievalCode0
TiC-CLIP: Continual Training of CLIP ModelsCode0
Retrieving Similar E-Commerce Images Using Deep LearningCode0
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual RetrievalCode0
Societal Biases in Retrieved Contents: Measurement Framework and Adversarial Mitigation for BERT RankersCode0
RadioRAG: Factual large language models for enhanced diagnostics in radiology using online retrieval augmented generationCode0
Socratic Models: Composing Zero-Shot Multimodal Reasoning with LanguageCode0
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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