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

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Showing 2026–2050 of 14297 papers

TitleStatusHype
GPR1200: A Benchmark for General-Purpose Content-Based Image RetrievalCode1
CityFlow-NL: Tracking and Retrieval of Vehicles at City Scale by Natural Language DescriptionsCode1
GPU-based Private Information Retrieval for On-Device Machine Learning InferenceCode1
Bridge Correlational Neural Networks for Multilingual Multimodal Representation LearningCode1
GPV-Pose: Category-level Object Pose Estimation via Geometry-guided Point-wise VotingCode1
IFCap: Image-like Retrieval and Frequency-based Entity Filtering for Zero-shot CaptioningCode1
CLASP: Contrastive Language-Speech Pretraining for Multilingual Multimodal Information RetrievalCode1
G-RAG: Knowledge Expansion in Material ScienceCode1
AfriQA: Cross-lingual Open-Retrieval Question Answering for African LanguagesCode1
A Novel Geo-Localization Method for UAV and Satellite Images Using Cross-View Consistent AttentionCode1
Graph Convolution Based Efficient Re-Ranking for Visual RetrievalCode1
Identity-Guided Human Semantic Parsing for Person Re-IdentificationCode1
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and LanguagesCode1
Image Quality Assessment: Unifying Structure and Texture SimilarityCode1
Graph Neural Prompting with Large Language ModelsCode1
Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with GraphsCode1
Bridging Legal Knowledge and AI: Retrieval-Augmented Generation with Vector Stores, Knowledge Graphs, and Hierarchical Non-negative Matrix FactorizationCode1
Graph RAG-Tool FusionCode1
Circle Loss: A Unified Perspective of Pair Similarity OptimizationCode1
GraphSnapShot: Caching Local Structure for Fast Graph LearningCode1
HypLiLoc: Towards Effective LiDAR Pose Regression with Hyperbolic FusionCode1
HyQE: Ranking Contexts with Hypothetical Query EmbeddingsCode1
Citation-Enhanced Generation for LLM-based ChatbotsCode1
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text RetrievalCode1
Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question AnsweringCode1
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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