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 68766900 of 14297 papers

TitleStatusHype
A Riemannian Framework for Analysis of Human Body Surface0
Joint Learning of Interactive Spoken Content Retrieval and Trainable User Simulator0
Deep Domain Specialisation for single-model multi-domain learning to rank0
Explanations for CommonsenseQA: New Dataset and Models0
CLIP for All Things Zero-Shot Sketch-Based Image Retrieval, Fine-Grained or Not0
100,000 Podcasts: A Spoken English Document Corpus0
Large Scale Visual Recommendations From Street Fashion Images0
Late multimodal fusion for image and audio music transcription0
Joint Modeling for Query Expansion and Information Extraction with Reinforcement Learning0
Large-scale Speaker Retrieval on Random Speaker Variability Subspace0
Joint Models for Answer Verification in Question Answering Systems0
Large Scale Strongly Supervised Ensemble Metric Learning, with Applications to Face Verification and Retrieval0
Explaining Legal Concepts with Augmented Large Language Models (GPT-4)0
AriEL: Volume Coding for Sentence Generation Comparisons0
Joint Passage Ranking for Diverse Multi-Answer Retrieval0
Large-Scale Shape Retrieval with Sparse 3D Convolutional Neural Networks0
Large-scale Tag-based Font Retrieval with Generative Feature Learning0
Explain Images with Multimodal Recurrent Neural Networks0
Joint Retrieval of Cloud properties using Attention-based Deep Learning Models0
Explainable Product Search with a Dynamic Relation Embedding Model0
Joint Sentiment/Topic Modeling on Text Data Using Boosted Restricted Boltzmann Machine0
Joint Span Segmentation and Rhetorical Role Labeling with Data Augmentation for Legal Documents0
Joint Triplet Autoencoder for Histopathological Colon Cancer Nuclei Retrieval0
Joint Verification and Reranking for Open Fact Checking Over Tables0
AriEL: volume coding for sentence generation0
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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