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 20262050 of 14297 papers

TitleStatusHype
Region-Based Representations RevisitedCode1
CREPE: Can Vision-Language Foundation Models Reason Compositionally?Code1
AfriQA: Cross-lingual Open-Retrieval Question Answering for African LanguagesCode1
C-RAG: Certified Generation Risks for Retrieval-Augmented Language ModelsCode1
Relevance Filtering for Embedding-based RetrievalCode1
CrIBo: Self-Supervised Learning via Cross-Image Object-Level BootstrappingCode1
Cross-Lingual Cross-Modal Retrieval with Noise-Robust LearningCode1
COUGH: A Challenge Dataset and Models for COVID-19 FAQ RetrievalCode1
ReME: A Data-Centric Framework for Training-Free Open-Vocabulary SegmentationCode1
A Novel Geo-Localization Method for UAV and Satellite Images Using Cross-View Consistent AttentionCode1
CoVR-2: Automatic Data Construction for Composed Video RetrievalCode1
Removal of Hallucination on Hallucination: Debate-Augmented RAGCode1
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text RetrievalCode1
CoSMo: Content-Style Modulation for Image Retrieval With Text FeedbackCode1
Correlation Verification for Image RetrievalCode1
CoRT: Complementary Rankings from TransformersCode1
Bridging Legal Knowledge and AI: Retrieval-Augmented Generation with Vector Stores, Knowledge Graphs, and Hierarchical Non-negative Matrix FactorizationCode1
Representation Learning for Resource-Constrained Keyphrase GenerationCode1
Representation Learning via Global Temporal Alignment and Cycle-ConsistencyCode1
repro_eval: A Python Interface to Reproducibility Measures of System-oriented IR ExperimentsCode1
Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat ViolenceCode1
A Comprehensive Evaluation of Large Language Models on Legal Judgment PredictionCode1
Corpus-Steered Query Expansion with Large Language ModelsCode1
COSA: Concatenated Sample Pretrained Vision-Language Foundation ModelCode1
CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and AugmentationCode1
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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