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 20012025 of 14297 papers

TitleStatusHype
Boosting vision transformers for image retrievalCode1
ReACC: A Retrieval-Augmented Code Completion FrameworkCode1
Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight DetectionCode1
READ: Retrieval-Enhanced Asymmetric Diffusion for Motion PlanningCode1
CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and AugmentationCode1
REALM: Retrieval-Augmented Language Model Pre-TrainingCode1
CREPE: Can Vision-Language Foundation Models Reason Compositionally?Code1
COUGH: A Challenge Dataset and Models for COVID-19 FAQ RetrievalCode1
CoSMo: Content-Style Modulation for Image Retrieval With Text FeedbackCode1
REARANK: Reasoning Re-ranking Agent via Reinforcement LearningCode1
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query GenerationCode1
AfriQA: Cross-lingual Open-Retrieval Question Answering for African LanguagesCode1
Reasoning on Graphs: Faithful and Interpretable Large Language Model ReasoningCode1
Reasoning over Public and Private Data in Retrieval-Based SystemsCode1
CoVR-2: Automatic Data Construction for Composed Video RetrievalCode1
Receptive-Field Regularized CNNs for Music Classification and TaggingCode1
Recitation-Augmented Language ModelsCode1
RecJPQ: Training Large-Catalogue Sequential RecommendersCode1
A Novel Ridge Detector for Nonstationary Multicomponent Signals: Development and Application to Robust Mode RetrievalCode1
CrIBo: Self-Supervised Learning via Cross-Image Object-Level BootstrappingCode1
Corpus-Steered Query Expansion with Large Language ModelsCode1
Breaking the Frame: Visual Place Recognition by Overlap PredictionCode1
ReDi: Efficient Learning-Free Diffusion Inference via Trajectory RetrievalCode1
Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation NegativesCode1
Correlation Verification for Image RetrievalCode1
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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