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 12011225 of 14297 papers

TitleStatusHype
Assisting Mathematical Formalization with A Learning-based Premise RetrieverCode1
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge BasesCode1
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual RepresentationsCode1
Decoupling Strategy and Generation in Negotiation DialoguesCode1
Deep Self-Supervised Representation Learning for Free-Hand SketchCode1
DeVLBert: Learning Deconfounded Visio-Linguistic RepresentationsCode1
Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMsCode1
Data-Efficient Multimodal Fusion on a Single GPUCode1
DataFinder: Scientific Dataset Recommendation from Natural Language DescriptionsCode1
AARGH! End-to-end Retrieval-Generation for Task-Oriented DialogCode1
AI Literature Review SuiteCode1
DASGIL: Domain Adaptation for Semantic and Geometric-aware Image-based LocalizationCode1
Dataflow-Guided Retrieval Augmentation for Repository-Level Code CompletionCode1
DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference AccelerationCode1
DAPR: A Benchmark on Document-Aware Passage RetrievalCode1
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM EraCode1
Contextual Compression in Retrieval-Augmented Generation for Large Language Models: A SurveyCode1
DAS: Densely-Anchored Sampling for Deep Metric LearningCode1
Data-Free Sketch-Based Image RetrievalCode1
C-STS: Conditional Semantic Textual SimilarityCode1
Curriculum Learning for Dense Retrieval DistillationCode1
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature ReviewsCode1
CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock MarketCode1
CXR-CLIP: Toward Large Scale Chest X-ray Language-Image Pre-trainingCode1
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-trainingCode1
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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