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 21012125 of 14297 papers

TitleStatusHype
Cross-Batch Memory for Embedding LearningCode1
A Comparison of Supervised Learning to Match Methods for Product SearchCode1
Semantic-Fused Multi-Granularity Cross-City Traffic PredictionCode1
CREPE: Can Vision-Language Foundation Models Reason Compositionally?Code1
CREPE: A Convolutional Representation for Pitch EstimationCode1
CrIBo: Self-Supervised Learning via Cross-Image Object-Level BootstrappingCode1
CoVR-2: Automatic Data Construction for Composed Video RetrievalCode1
COUGH: A Challenge Dataset and Models for COVID-19 FAQ RetrievalCode1
CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and AugmentationCode1
Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCOCode1
Correlation Verification for Image RetrievalCode1
CoRT: Complementary Rankings from TransformersCode1
Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat ViolenceCode1
C2KD: Cross-Lingual Cross-Modal Knowledge Distillation for Multilingual Text-Video RetrievalCode1
Corpus-Steered Query Expansion with Large Language ModelsCode1
COSA: Concatenated Sample Pretrained Vision-Language Foundation ModelCode1
CORD-19: The COVID-19 Open Research DatasetCode1
CAMeL: Cross-modality Adaptive Meta-Learning for Text-based Person RetrievalCode1
Unsupervised Sketch-to-Photo SynthesisCode1
CoSMo: Content-Style Modulation for Image Retrieval With Text FeedbackCode1
Accurate Visual Localization for Automotive ApplicationsCode1
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language ModelsCode1
C-RAG: Certified Generation Risks for Retrieval-Augmented Language ModelsCode1
Creating Something from Nothing: Unsupervised Knowledge Distillation for Cross-Modal HashingCode1
CorpusBrain: Pre-train a Generative Retrieval Model for Knowledge-Intensive Language TasksCode1
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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