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 5001–5025 of 14297 papers

TitleStatusHype
Global Features are All You Need for Image Retrieval and RerankingCode2
Large Language Models for Information Retrieval: A SurveyCode2
Free-ATM: Exploring Unsupervised Learning on Diffusion-Generated Images with Free Attention Masks—0
Contrastive Learning for Cross-modal Artist Retrieval—0
Performance Prediction for Multi-hop Questions—0
U-RED: Unsupervised 3D Shape Retrieval and Deformation for Partial Point CloudsCode1
LittleMu: Deploying an Online Virtual Teaching Assistant via Heterogeneous Sources Integration and Chain of Teach PromptsCode0
Uncertainty-Aware Cross-Modal Transfer Network for Sketch-Based 3D Shape Retrieval—0
Informative Scene Graph Generation via Debiasing—0
Breaking Language Barriers with MMTweets: Advancing Cross-Lingual Debunked Narrative Retrieval for Fact-Checking—0
Conceptualizing Machine Learning for Dynamic Information Retrieval of Electronic Health Record Notes—0
Evaluating and Optimizing the Effectiveness of Neural Machine Translation in Supporting Code Retrieval Models: A Study on the CAT Benchmark—0
Building Interpretable and Reliable Open Information Retriever for New Domains Overnight—0
Answering Unseen Questions With Smaller Language Models Using Rationale Generation and Dense Retrieval—0
Beyond Surprise: Improving Exploration Through Surprise NoveltyCode1
Foreground Object Search by Distilling Composite Image FeatureCode1
A Comparative Study on TF-IDF feature Weighting Method and its Analysis using Unstructured Dataset—0
Unifying Two-Stream Encoders with Transformers for Cross-Modal RetrievalCode1
On Monotonic Aggregation for Open-domain QACode0
Advancing Natural-Language Based Audio Retrieval with PaSST and Large Audio-Caption Data SetsCode0
Top K Relevant Passage Retrieval for Biomedical Question AnsweringCode0
Robust retrieval of material chemical states in X-ray microspectroscopy—0
Coarse-to-Fine: Learning Compact Discriminative Representation for Single-Stage Image RetrievalCode1
Hybrid-RACA: Hybrid Retrieval-Augmented Composition Assistance for Real-time Text Prediction—0
SimplyRetrieve: A Private and Lightweight Retrieval-Centric Generative AI ToolCode2
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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