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 701750 of 14297 papers

TitleStatusHype
Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQACode1
A Comprehensive Review of the Video-to-Text ProblemCode1
BroadFace: Looking at Tens of Thousands of People at Once for Face RecognitionCode1
Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight DetectionCode1
Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine TranslationCode1
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query GenerationCode1
A Deep Local and Global Scene-Graph Matching for Image-Text RetrievalCode1
Bridging Legal Knowledge and AI: Retrieval-Augmented Generation with Vector Stores, Knowledge Graphs, and Hierarchical Non-negative Matrix FactorizationCode1
Bridging the Gap: Multi-Level Cross-Modality Joint Alignment for Visible-Infrared Person Re-IdentificationCode1
Broken Neural Scaling LawsCode1
Domain-specific ChatBots for Science using EmbeddingsCode1
Bridging Video-text Retrieval with Multiple Choice QuestionsCode1
Domain-invariant Similarity Activation Map Contrastive Learning for Retrieval-based Long-term Visual LocalizationCode1
Bridging Language Gaps in Audio-Text RetrievalCode1
Bridge Correlational Neural Networks for Multilingual Multimodal Representation LearningCode1
Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense RetrievalCode1
DomainRAG: A Chinese Benchmark for Evaluating Domain-specific Retrieval-Augmented GenerationCode1
Document-level Claim Extraction and Decontextualisation for Fact-CheckingCode1
DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global FeaturesCode1
Accurate 3-DoF Camera Geo-Localization via Ground-to-Satellite Image MatchingCode1
A Deep Generative Framework for Paraphrase GenerationCode1
Breaking the Frame: Visual Place Recognition by Overlap PredictionCode1
Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMsCode1
Domain-Smoothing Network for Zero-Shot Sketch-Based Image RetrievalCode1
Do Not Disturb Me: Person Re-identification Under the Interference of Other PedestriansCode1
DnS: Distill-and-Select for Efficient and Accurate Video Indexing and RetrievalCode1
The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender SystemsCode1
Doc2Query--: When Less is MoreCode1
Divide&Classify: Fine-Grained Classification for City-Wide Visual Place RecognitionCode1
Accounting for Input Noise in Gaussian Process Parameter RetrievalCode1
Divide&Classify: Fine-Grained Classification for City-Wide Visual Geo-LocalizationCode1
Docopilot: Improving Multimodal Models for Document-Level UnderstandingCode1
Structured Multi-Track Accompaniment Arrangement via Style Prior ModellingCode1
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and IntentsCode1
Boosting Healthcare LLMs Through Retrieved ContextCode1
Boosting vision transformers for image retrievalCode1
Divide and Rule: Effective Pre-Training for Context-Aware Multi-Encoder Translation ModelsCode1
DocQueryNet: Value Retrieval with Arbitrary Queries for Form-like DocumentsCode1
Boilerplate Removal using a Neural Sequence Labeling ModelCode1
AccoMontage2: A Complete Harmonization and Accompaniment Arrangement SystemCode1
Joint ptycho-tomography with deep generative priorsCode1
BookWorm: A Dataset for Character Description and AnalysisCode1
Dive into Decision Trees and Forests: A Theoretical DemonstrationCode1
BMRetriever: Tuning Large Language Models as Better Biomedical Text RetrieversCode1
Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense EmbeddingsCode1
Boosting Co-teaching with Compression Regularization for Label NoiseCode1
Distinctive Image Captioning: Leveraging Ground Truth Captions in CLIP Guided Reinforcement LearningCode1
Diversify Question Generation with Retrieval-Augmented Style TransferCode1
Birdie: Advancing State Space Models with Reward-Driven Objectives and CurriculaCode1
AdaTriplet: Adaptive Gradient Triplet Loss with Automatic Margin Learning for Forensic Medical Image MatchingCode1
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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