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 55515600 of 14297 papers

TitleStatusHype
A Reproducible Extraction of Training Images from Diffusion ModelsCode1
Using EEG Signals to Assess Workload during Memory Retrieval in a Real-world Scenario0
A Simple and Plug-and-play Method for Unsupervised Sentence Representation Enhancement0
Multilingual Previously Fact-Checked Claim RetrievalCode0
Mask to reconstruct: Cooperative Semantics Completion for Video-text Retrieval0
Poisson-Gaussian Holographic Phase Retrieval with Score-based Image Prior0
Intercomparison of Brown Dwarf Model Grids and Atmospheric Retrieval Using Machine Learning0
Knowledge Soft Integration for Multimodal Recommendation0
Multi-level Temporal-channel Speaker Retrieval for Zero-shot Voice Conversion0
Content-based jewellery item retrieval using the local region-based histograms0
PALR: Personalization Aware LLMs for Recommendation0
Generative and Pseudo-Relevant Feedback for Sparse, Dense and Learned Sparse Retrieval0
NevIR: Negation in Neural Information RetrievalCode0
Synergistic Interplay between Search and Large Language Models for Information RetrievalCode1
Methods and Tools to Advance the Retrieval of Mathematical Knowledge from Digital Libraries for Search-, Recommendation-, and Assistance-Systems0
SmartPhone: Exploring Keyword Mnemonic with Auto-generated Verbal and Visual Cues0
Learning the Visualness of Text Using Large Vision-Language Models0
VoDEx: a Python library for time annotation and management of volumetric functional imaging dataCode0
WebCPM: Interactive Web Search for Chinese Long-form Question AnsweringCode2
THUIR@COLIEE 2023: More Parameters and Legal Knowledge for Legal Case EntailmentCode1
Continual Vision-Language Representation Learning with Off-Diagonal Information0
THUIR@COLIEE 2023: Incorporating Structural Knowledge into Pre-trained Language Models for Legal Case RetrievalCode1
Active Retrieval Augmented GenerationCode2
A General-Purpose Multilingual Document EncoderCode0
Region-Aware Pretraining for Open-Vocabulary Object Detection with Vision TransformersCode1
AfriQA: Cross-lingual Open-Retrieval Question Answering for African LanguagesCode1
Autonomous GIS: the next-generation AI-powered GISCode2
A Platform for the Biomedical Application of Large Language ModelsCode1
Unsupervised Dense Retrieval Training with Web AnchorsCode0
Extracting Complex Named Entities in Legal Documents via Weakly Supervised Object Detection0
Evaluating Embedding APIs for Information Retrieval0
Synthetic Query Generation for Privacy-Preserving Deep Retrieval Systems using Differentially Private Language Models0
Boosting Zero-shot Cross-lingual Retrieval by Training on Artificially Code-Switched DataCode0
Boosting Visual-Language Models by Exploiting Hard SamplesCode0
Ranking & Reweighting Improves Group Distributional Robustness0
Region-based Contrastive Pretraining for Medical Image Retrieval with Anatomic Query0
MAUPQA: Massive Automatically-created Polish Question Answering Dataset0
Towards Writer Retrieval for Historical DatasetsCode1
Vision-Language Models in Remote Sensing: Current Progress and Future TrendsCode1
Adapt and Align to Improve Zero-Shot Sketch-Based Image Retrieval0
ImageBind: One Embedding Space To Bind Them AllCode5
VCSUM: A Versatile Chinese Meeting Summarization DatasetCode1
RLocator: Reinforcement Learning for Bug Localization0
CaseEncoder: A Knowledge-enhanced Pre-trained Model for Legal Case Encoding0
The Role of Relevance in Fair RankingCode0
Joint Moment Retrieval and Highlight Detection Via Natural Language QueriesCode1
Recommender Systems with Generative RetrievalCode2
Less is More: Removing Text-regions Improves CLIP Training Efficiency and RobustnessCode0
Searching Mobile App Screens via Text + DoodleCode0
ElasticHash: Semantic Image Similarity Search by Deep Hashing with ElasticsearchCode1
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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