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 94519500 of 14297 papers

TitleStatusHype
CityFlow-NL: Tracking and Retrieval of Vehicles at City Scale by Natural Language DescriptionsCode1
Quantum Mathematics in Artificial Intelligence0
On the Calibration and Uncertainty of Neural Learning to Rank ModelsCode1
Phase Retrieval using Expectation Consistent Signal Recovery Algorithm based on HypernetworkCode0
Towards fast machine-learning-assisted Bayesian posterior inference of microseismic event location and source mechanismCode1
Deep Learning applications for COVID-190
The backpropagation-based recollection hypothesis: Backpropagated action potentials mediate recall, imagination, language understanding and namingCode0
Investigating the Vision Transformer Model for Image Retrieval Tasks0
Automatic Face Understanding: Recognizing Families in Photos0
An Unsupervised Normalization Algorithm for Noisy Text: A Case Study for Information Retrieval and Stance DetectionCode0
Unifying Relational Sentence Generation and Retrieval for Medical Image Report Composition0
Multistage BiCross encoder for multilingual access to COVID-19 health informationCode0
A Novel Word Sense Disambiguation Approach Using WordNet Knowledge Graph0
Applying Transfer Learning for Improving Domain-Specific Search Experience Using Query to Question Similarity0
Efficient 3D Point Cloud Feature Learning for Large-Scale Place RecognitionCode1
Neural Storage: A New Paradigm of Elastic Memory0
Retrieval of Coloured Dissolved Organic Matter with Machine Learning Methods0
Transformer-based approach towards music emotion recognition from lyricsCode1
Investigating the efficacy of music version retrieval systems for setlist identification0
Comparison of the effects of investor attention using search volume data before and after mobile device popularization0
A Pluggable Learned Index Method via Sampling and Gap Insertion0
Coreference Resolution in Research Papers from Multiple DomainsCode0
Temporal Contrastive Graph Learning for Video Action Recognition and Retrieval0
Progressive Correspondence Pruning by Consensus LearningCode1
Baleen: Robust Multi-Hop Reasoning at Scale via Condensed RetrievalCode2
End-to-End Training of Neural Retrievers for Open-Domain Question AnsweringCode1
Learning Attribute-Driven Disentangled Representations for Interactive Fashion RetrievalCode1
Learning Deep Local Features With Multiple Dynamic Attentions for Large-Scale Image RetrievalCode0
GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-Efficient Medical Image RecognitionCode1
COOKIE: Contrastive Cross-Modal Knowledge Sharing Pre-Training for Vision-Language RepresentationCode0
Adversarial Attack on Deep Cross-Modal Hamming Retrieval0
Face Image Retrieval With Attribute Manipulation0
Fast Video Moment Retrieval0
Pyramid Point Cloud Transformer for Large-Scale Place RecognitionCode1
Normalized Human Pose Features for Human Action Video Alignment0
Pose Correction for Highly Accurate Visual Localization in Large-Scale Indoor SpacesCode1
SketchAA: Abstract Representation for Abstract Sketches0
Wasserstein Coupled Graph Learning for Cross-Modal Retrieval0
Single Image 3D Shape Retrieval via Cross-Modal Instance and Category Contrastive LearningCode1
Audio Content Analysis0
Multi-task Retrieval for Knowledge-Intensive Tasks0
UnitedQA: A Hybrid Approach for Open Domain Question Answering0
Rider: Reader-Guided Passage Reranking for Open-Domain Question AnsweringCode1
NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned0
VisualSparta: An Embarrassingly Simple Approach to Large-scale Text-to-Image Search with Weighted Bag-of-wordsCode1
Self-supervised Temporal Learning0
Non-Inherent Feature Compatible Learning0
Translation Memory Guided Neural Machine Translation0
What Can Phase Retrieval Tell Us About Private Distributed Learning?0
A Benchmark for Voice-Face Cross-Modal Matching and Retrieval0
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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