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 5751–5800 of 14297 papers

TitleStatusHype
Contextual Similarity Distillation for Asymmetric Image Retrieval—0
ICLERB: In-Context Learning Embedding and Reranker Benchmark—0
GPTSee: Enhancing Moment Retrieval and Highlight Detection via Description-Based Similarity Features—0
GPT Semantic Cache: Reducing LLM Costs and Latency via Semantic Embedding Caching—0
GPT vs RETRO: Exploring the Intersection of Retrieval and Parameter-Efficient Fine-Tuning—0
GPU-accelerated Hierarchical Panoramic Image Feature Retrieval for Indoor Localization—0
GPU-accelerated Multi-relational Parallel Graph Retrieval for Web-scale Recommendations—0
Identification of Orchid Species Using Content-Based Flower Image Retrieval—0
FairRAG: Fair Human Generation via Fair Retrieval Augmentation—0
FAIR-QR: Enhancing Fairness-aware Information Retrieval through Query Refinement—0
Bridging Information Asymmetry in Text-video Retrieval: A Data-centric Approach—0
GQE-PRF: Generative Query Expansion with Pseudo-Relevance Feedback—0
GrabQC: Graph based Query Contextualization for automated ICD coding—0
A system for information extraction from scientific texts in Russian—0
Graded Relevance Assessments and Graded Relevance Measures of NTCIR: A Survey of the First Twenty Years—0
Graded Relevance Scoring of Written Essays with Dense Retrieval—0
Gradient Augmented Information Retrieval with Autoencoders and Semantic Hashing—0
Code Retrieval for MILP Instance Generation—0
Continual Vision-Language Representation Learning with Off-Diagonal Information—0
Gradient Descent with Random Initialization: Fast Global Convergence for Nonconvex Phase Retrieval—0
GradML: A Gradient-based Loss for Deep Metric Learning—0
GRAF: Graph Retrieval Augmented by Facts for Romanian Legal Multi-Choice Question Answering—0
Grafit: Learning fine-grained image representations with coarse labels—0
Fairness in Ranking: A Survey—0
CodeRefine: A Pipeline for Enhancing LLM-Generated Code Implementations of Research Papers—0
A Sequential Matching Framework for Multi-turn Response Selection in Retrieval-based Chatbots—0
GRAM: Generative Retrieval Augmented Matching of Data Schemas in the Context of Data Security—0
A logical representation of Arabic questions toward automatic passage extraction from the Web—0
Grammatical-Error-Aware Incorrect Example Retrieval System for Learners of Japanese as a Second Language—0
Gram Regularization for Multi-view 3D Shape Retrieval—0
ICAR: Image-based Complementary Auto Reasoning—0
Granularity-aware Adaptation for Image Retrieval over Multiple Tasks—0
Fairness in Information Access Systems—0
Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey—0
FAIR: Fairness-Aware Information Retrieval Evaluation—0
Graph-Based Cross-Domain Knowledge Distillation for Cross-Dataset Text-to-Image Person Retrieval—0
Contrastive Cross-Modal Knowledge Sharing Pre-training for Vision-Language Representation Learning and Retrieval—0
Graph-based Multilingual Product Retrieval in E-commerce Search—0
Graph-based Nearest Neighbor Search in Hyperbolic Spaces—0
Graph-based non-linear least squares optimization for visual place recognition in changing environments—0
CODER: Coupled Diversity-Sensitive Momentum Contrastive Learning for Image-Text Retrieval—0
Graph-Based Re-ranking: Emerging Techniques, Limitations, and Opportunities—0
Graph-based Retrieval Augmented Generation for Dynamic Few-shot Text Classification—0
Graph-based Retrieval for Claim Verification over Cross-Document Evidence—0
AI-assisted Coding with Cody: Lessons from Context Retrieval and Evaluation for Code Recommendations—0
Graph-Based Retriever Captures the Long Tail of Biomedical Knowledge—0
Graph Contrastive Learning with Multi-Objective for Personalized Product Retrieval in Taobao Search—0
AI-assisted Automated Workflow for Real-time X-ray Ptychography Data Analysis via Federated Resources—0
iCBIR-Sli: Interpretable Content-Based Image Retrieval with 2D Slice Embeddings—0
FaIRCoP: Facial Image Retrieval using Contrastive Personalization—0
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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