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 601650 of 14297 papers

TitleStatusHype
Discovering Mathematical Objects of Interest -- A Study of Mathematical NotationsCode1
DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text RetrievalCode1
Bridging Video-text Retrieval with Multiple Choice QuestionsCode1
Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual NoiseCode1
Bridging Language Gaps in Audio-Text RetrievalCode1
Bridge Correlational Neural Networks for Multilingual Multimodal Representation LearningCode1
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query GenerationCode1
Dimension Reduction for Efficient Dense Retrieval via Conditional AutoencoderCode1
DiffusionRet: Generative Text-Video Retrieval with Diffusion ModelCode1
Directional Statistics-based Deep Metric Learning for Image Classification and RetrievalCode1
Differential MambaCode1
DialogCC: An Automated Pipeline for Creating High-Quality Multi-Modal Dialogue DatasetCode1
Bridging the Gap: Multi-Level Cross-Modality Joint Alignment for Visible-Infrared Person Re-IdentificationCode1
Dialog Inpainting: Turning Documents into DialogsCode1
Boosting vision transformers for image retrievalCode1
DebateQA: Evaluating Question Answering on Debatable KnowledgeCode1
Breaking the Frame: Visual Place Recognition by Overlap PredictionCode1
DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster ManagementCode1
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language InferenceCode1
BookWorm: A Dataset for Character Description and AnalysisCode1
Advancing TTP Analysis: Harnessing the Power of Large Language Models with Retrieval Augmented GenerationCode1
DEXTER: A Benchmark for open-domain Complex Question Answering using LLMsCode1
Boilerplate Removal using a Neural Sequence Labeling ModelCode1
Boosting Co-teaching with Compression Regularization for Label NoiseCode1
DGL: Dynamic Global-Local Prompt Tuning for Text-Video RetrievalCode1
BMRetriever: Tuning Large Language Models as Better Biomedical Text RetrieversCode1
Developing Retrieval Augmented Generation (RAG) based LLM Systems from PDFs: An Experience ReportCode1
Boosting Healthcare LLMs Through Retrieved ContextCode1
DeVLBert: Learning Deconfounded Visio-Linguistic RepresentationsCode1
DH3D: Deep Hierarchical 3D Descriptors for Robust Large-Scale 6DoF RelocalizationCode1
Advancing High-Resolution Video-Language Representation with Large-Scale Video TranscriptionsCode1
Dense X Retrieval: What Retrieval Granularity Should We Use?Code1
Densifying Sparse Representations for Passage Retrieval by Representational SlicingCode1
GLOW : Global Weighted Self-Attention Network for Web SearchCode1
2nd Place Solution to Google Landmark Retrieval 2021Code1
Detecting Moments and Highlights in Videos via Natural Language QueriesCode1
Birdie: Advancing State Space Models with Reward-Driven Objectives and CurriculaCode1
2nd Place and 2nd Place Solution to Kaggle Landmark Recognition andRetrieval Competition 2019Code1
BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and MappingCode1
Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQACode1
Detection and Retrieval of Out-of-Distribution Objects in Semantic SegmentationCode1
DialFact: A Benchmark for Fact-Checking in DialogueCode1
DISP6D: Disentangled Implicit Shape and Pose Learning for Scalable 6D Pose EstimationCode1
BiomedRAG: A Retrieval Augmented Large Language Model for BiomedicineCode1
Biomedical Concept Relatedness -- A large EHR-based benchmarkCode1
Dense Hierarchical Retrieval for Open-Domain Question AnsweringCode1
BioImage.IO Chatbot: A Community-Driven AI Assistant for Integrative Computational BioimagingCode1
Dense-Captioning Events in VideosCode1
Dense Passage Retrieval for Open-Domain Question AnsweringCode1
BioBridge: Bridging Biomedical Foundation Models via Knowledge GraphsCode1
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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