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 5251–5300 of 14297 papers

TitleStatusHype
Typo-Robust Representation Learning for Dense RetrievalCode0
Reorganizing Educational Institutional Domain using Faceted Ontological Principles—0
GLIMMER: generalized late-interaction memory reranker—0
SSE: A Metric for Evaluating Search System Explainability—0
Lightweight Attribute Localizing Models for Pedestrian Attribute Recognition—0
Crowdsourcing and Evaluating Text-Based Audio Retrieval RelevancesCode0
Meta-Personalizing Vision-Language Models to Find Named Instances in VideoCode1
GRM: Generative Relevance Modeling Using Relevance-Aware Sample Estimation for Document Retrieval—0
Online Distillation for Pseudo-Relevance Feedback—0
Domain-specific ChatBots for Science using EmbeddingsCode1
Retrieving-to-Answer: Zero-Shot Video Question Answering with Frozen Large Language Models—0
R2-Diff: Denoising by diffusion as a refinement of retrieved motion for image-based motion prediction—0
Graph Convolution Based Efficient Re-Ranking for Visual RetrievalCode1
DocumentNet: Bridging the Data Gap in Document Pre-Training—0
Language-Guided Music Recommendation for Video via Prompt Analogies—0
Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Compositional UnderstandingCode1
Explaining Legal Concepts with Augmented Large Language Models (GPT-4)—0
Prompt Performance Prediction for Image Generation—0
Encyclopedic VQA: Visual questions about detailed properties of fine-grained categories—0
Efficient Token-Guided Image-Text Retrieval with Consistent Multimodal Contrastive TrainingCode1
Yes, we CANN: Constrained Approximate Nearest Neighbors for local feature-based visual localization—0
COSA: Concatenated Sample Pretrained Vision-Language Foundation ModelCode1
Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language RepresentationsCode1
LiveChat: A Large-Scale Personalized Dialogue Dataset Automatically Constructed from Live StreamingCode1
Fine-Tuned but Zero-Shot 3D Shape Sketch View Similarity and Retrieval—0
Marking anything: application of point cloud in extracting video target features—0
Best-Case Retrieval Evaluation: Improving the Sensitivity of Reciprocal Rank with Lexicographic PrecisionCode0
Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer ControlCode1
Soft Language Clustering for Multilingual Model Pre-training—0
WebGLM: Towards An Efficient Web-Enhanced Question Answering System with Human PreferencesCode3
A Survey on Video Moment Localization—0
ReadProbe: A Demo of Retrieval-Enhanced Large Language Models to Support Lateral ReadingCode0
Improving Opinion-based Question Answering Systems Through Label Error Detection and Overwrite—0
Resources for Brewing BEIR: Reproducible Reference Models and an Official LeaderboardCode4
Enhanced Multimodal Representation Learning with Cross-modal KD—0
Reducing Semantic Confusion: Scene-aware Aggregation Network for Remote Sensing Cross-modal RetrievalCode1
Augmenting Language Models with Long-Term Memory—0
A Practical Entity Linking System for Tables in Scientific Literature—0
Waffling around for Performance: Visual Classification with Random Words and Broad ConceptsCode1
LUT-GCE: Lookup Table Global Curve Estimation for Fast Low-light Image Enhancement—0
Weakly-Supervised Scientific Document Classification via Retrieval-Augmented Multi-Stage TrainingCode1
Global and Local Semantic Completion Learning for Vision-Language Pre-trainingCode1
Rethinking Translation Memory Augmented Neural Machine Translation—0
MovieFactory: Automatic Movie Creation from Text using Large Generative Models for Language and Images—0
The Effect of Masking Strategies on Knowledge Retention by Language ModelsCode0
Retrieval-Enhanced Contrastive Vision-Text Models—0
Sticker820K: Empowering Interactive Retrieval with Stickers—0
RECAP: Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response GenerationCode1
Zero-shot Composed Text-Image RetrievalCode1
GuP: Fast Subgraph Matching by Guard-based PruningCode1
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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