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 451500 of 14297 papers

TitleStatusHype
Language Model Powered Digital Biology with BRADCode2
Evaluating RAG-Fusion with RAGElo: an Automated Elo-based FrameworkCode2
Exploring a Fine-Grained Multiscale Method for Cross-Modal Remote Sensing Image RetrievalCode2
Enabling Large Language Models to Generate Text with CitationsCode2
Enhancing Retrieval-Augmented Generation: A Study of Best PracticesCode2
Comprehending and Ordering Semantics for Image CaptioningCode2
RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question AnsweringCode2
Egocentric Video-Language Pretraining @ EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2022Code2
RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-FeedbackCode2
MedCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information RetrievalCode2
Empowering Large Language Models to Set up a Knowledge Retrieval Indexer via Self-LearningCode2
RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-ThoughtsCode2
EraRAG: Efficient and Incremental Retrieval Augmented Generation for Growing CorporaCode2
Exploring the best way for UAV visual localization under Low-altitude Multi-view Observation Condition: a BenchmarkCode2
EfficientRAG: Efficient Retriever for Multi-Hop Question AnsweringCode2
Beyond Text: Optimizing RAG with Multimodal Inputs for Industrial ApplicationsCode2
Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image RetrievalCode2
Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community RetrievalCode2
Efficient Remote Sensing with Harmonized Transfer Learning and Modality AlignmentCode2
Reconstructing the Mind's Eye: fMRI-to-Image with Contrastive Learning and Diffusion PriorsCode2
Efficient Multi-Vector Dense Retrieval Using Bit VectorsCode2
Relevance-guided Supervision for OpenQA with ColBERTCode2
AudioSetCaps: An Enriched Audio-Caption Dataset using Automated Generation Pipeline with Large Audio and Language ModelsCode2
Content-Based Search for Deep Generative ModelsCode2
RemoteCLIP: A Vision Language Foundation Model for Remote SensingCode2
Retrieval with Learned SimilaritiesCode2
Beyond Matryoshka: Revisiting Sparse Coding for Adaptive RepresentationCode2
AiSAQ: All-in-Storage ANNS with Product Quantization for DRAM-free Information RetrievalCode2
Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse RepresentationsCode2
All in One: Exploring Unified Video-Language Pre-trainingCode2
ECG-Chat: A Large ECG-Language Model for Cardiac Disease DiagnosisCode2
Retrieval-Augmented Generation-based Relation ExtractionCode2
Efficiently Learning at Test-Time: Active Fine-Tuning of LLMsCode2
Egocentric Video-Language PretrainingCode2
Extended Mind TransformersCode2
Retrieval-Augmented Perception: High-Resolution Image Perception Meets Visual RAGCode2
VeCLIP: Improving CLIP Training via Visual-enriched CaptionsCode2
DRAGIN: Dynamic Retrieval Augmented Generation based on the Information Needs of Large Language ModelsCode2
Contour Context: Abstract Structural Distribution for 3D LiDAR Loop Detection and Metric Pose EstimationCode2
Do You Remember? Dense Video Captioning with Cross-Modal Memory RetrievalCode2
Contrastive Audio-Visual Masked AutoencoderCode2
RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question AnsweringCode2
Retrieving Semantics from the Deep: an RAG Solution for Gesture SynthesisCode2
Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam GenerationCode2
Duoduo CLIP: Efficient 3D Understanding with Multi-View ImagesCode2
Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge EnhancementCode2
Revisit Anything: Visual Place Recognition via Image Segment RetrievalCode2
Revisiting Contrastive Methods for Unsupervised Learning of Visual RepresentationsCode2
Document Expansion by Query PredictionCode2
Benchmarking Retrieval-Augmented Generation in Multi-Modal ContextsCode2
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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