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 20512075 of 14297 papers

TitleStatusHype
Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCOCode1
A Comprehensive Empirical Study of Vision-Language Pre-trained Model for Supervised Cross-Modal RetrievalCode1
Cross-Architecture Self-supervised Video Representation LearningCode1
Cross-domain Retrieval in the Legal and Patent Domains: a Reproducibility StudyCode1
CREPE: A Convolutional Representation for Pitch EstimationCode1
Creating Something from Nothing: Unsupervised Knowledge Distillation for Cross-Modal HashingCode1
CREPE: Can Vision-Language Foundation Models Reason Compositionally?Code1
CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and AugmentationCode1
C-RAG: Certified Generation Risks for Retrieval-Augmented Language ModelsCode1
CrIBo: Self-Supervised Learning via Cross-Image Object-Level BootstrappingCode1
COUGH: A Challenge Dataset and Models for COVID-19 FAQ RetrievalCode1
UniFlow: A Foundation Model for Unified Urban Spatio-Temporal Flow PredictionCode1
A Comprehensive Assessment of Dialog Evaluation MetricsCode1
CoSMo: Content-Style Modulation for Image Retrieval With Text FeedbackCode1
CoVR-2: Automatic Data Construction for Composed Video RetrievalCode1
CoRT: Complementary Rankings from TransformersCode1
3D-MIR: A Benchmark and Empirical Study on 3D Medical Image Retrieval in RadiologyCode1
COSA: Concatenated Sample Pretrained Vision-Language Foundation ModelCode1
A Flexible Plug-and-Play Module for Generating Variable-LengthCode1
Correlation Verification for Image RetrievalCode1
Cross-Lingual Cross-Modal Retrieval with Noise-Robust LearningCode1
DenserNet: Weakly Supervised Visual Localization Using Multi-scale Feature AggregationCode1
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language ModelsCode1
ConveRT: Efficient and Accurate Conversational Representations from TransformersCode1
A Flexible and Scalable Framework for Video Moment SearchCode1
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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