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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

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Showing 1326–1350 of 14297 papers

TitleStatusHype
Efficient Adaptive Human-Object Interaction Detection with Concept-guided MemoryCode1
Data-Efficient Multimodal Fusion on a Single GPUCode1
Data Roaming and Quality Assessment for Composed Image RetrievalCode1
Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and BetterCode1
Efficient Dynamic Clustering-Based Document Compression for Retrieval-Augmented-GenerationCode1
Efficient large-scale image retrieval with deep feature orthogonality and Hybrid-Swin-TransformersCode1
DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference AccelerationCode1
A Large-scale Annotated Mechanical Components Benchmark for Classification and Retrieval Tasks with Deep Neural NetworksCode1
DAPR: A Benchmark on Document-Aware Passage RetrievalCode1
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM EraCode1
AMES: Asymmetric and Memory-Efficient Similarity Estimation for Instance-level RetrievalCode1
Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix FactorizationCode1
Efficient OCR for Building a Diverse Digital HistoryCode1
DAS: Densely-Anchored Sampling for Deep Metric LearningCode1
A large-scale study of the effects of word frequency and predictability in naturalistic readingCode1
A Strong Baseline for Fashion Retrieval with Person Re-Identification ModelsCode1
DataSculpt: Crafting Data Landscapes for Long-Context LLMs through Multi-Objective PartitioningCode1
Decoupling Strategy and Generation in Negotiation DialoguesCode1
EigenPlaces: Training Viewpoint Robust Models for Visual Place RecognitionCode1
C-STS: Conditional Semantic Textual SimilarityCode1
Eliminating Position Bias of Language Models: A Mechanistic ApproachCode1
A Rotation-Invariant Framework for Deep Point Cloud AnalysisCode1
Embedding-based Retrieval in Facebook SearchCode1
A Study of Situational Reasoning for Traffic UnderstandingCode1
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature ReviewsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified