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 1295113000 of 14297 papers

TitleStatusHype
HDLxGraph: Bridging Large Language Models and HDL Repositories via HDL Graph DatabasesCode0
Cleaning Noisy and Heterogeneous Metadata for Record Linking Across Scholarly Big DatasetsCode0
Large Language Models Are Cross-Lingual Knowledge-Free ReasonersCode0
DeepTileBars: Visualizing Term Distribution for Neural Information RetrievalCode0
Deep Supervised Hashing for Fast Image RetrievalCode0
CleanGraph: Human-in-the-loop Knowledge Graph Refinement and CompletionCode0
Class-Weighted Convolutional Features for Visual Instance SearchCode0
A Graph-based Relevance Matching Model for Ad-hoc RetrievalCode0
Retrieval-Pretrained Transformer: Long-range Language Modeling with Self-retrievalCode0
HeGeL: A Novel Dataset for Geo-Location from Hebrew TextCode0
Long-Range Transformer Architectures for Document UnderstandingCode0
Deep Supervised Cross-Modal RetrievalCode0
DeepSSN: a deep convolutional neural network to assess spatial scene similarityCode0
Deep speech inpainting of time-frequency masksCode0
Deep Sketch Hashing: Fast Free-hand Sketch-Based Image RetrievalCode0
HeroNet: A Hybrid Retrieval-Generation Network for Conversational BotsCode0
Classification of Visualization Types and Perspectives in PatentsCode0
A Dataset and Baselines for Multilingual Reply SuggestionCode0
Deep Shape MatchingCode0
A Glitch in the Matrix? Locating and Detecting Language Model Grounding with FakepediaCode0
DeepSentiBank: Visual Sentiment Concept Classification with Deep Convolutional Neural NetworksCode0
Clarinet: A Music Retrieval SystemCode0
Heterogenous Memory Augmented Neural NetworksCode0
A Closer Look at Reference Learning for Fourier Phase RetrievalCode0
Long-term Control for Dialogue Generation: Methods and EvaluationCode0
Claraprint: a chord and melody based fingerprint for western classical music cover detectionCode0
HGOT: Hierarchical Graph of Thoughts for Retrieval-Augmented In-Context Learning in Factuality EvaluationCode0
Deep S^3PR: Simultaneous Source Separation and Phase Retrieval Using Deep Generative ModelsCode0
A Tool for Conducting User Studies on Mobile DevicesCode0
Deep Reversible Consistency Learning for Cross-modal RetrievalCode0
Long-term Recurrent Convolutional Networks for Visual Recognition and DescriptionCode0
Deep Reinforced Attention Regression for Partial Sketch Based Image RetrievalCode0
CLaMP: Contrastive Language-Music Pre-training for Cross-Modal Symbolic Music Information RetrievalCode0
An Ensemble of Bayesian Neural Networks for Exoplanetary Atmospheric RetrievalCode0
Deep Recurrent Quantization for Generating Sequential Binary CodesCode0
ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented GeneratorCode0
Look Before You Leap: A Universal Emergent Decomposition of Retrieval Tasks in Language ModelsCode0
Hierarchical Indexing for Retrieval-Augmented Opinion SummarizationCode0
City-Scale Visual Place Recognition with Deep Local Features Based on Multi-Scale Ordered VLAD PoolingCode0
DeepRank: A New Deep Architecture for Relevance Ranking in Information RetrievalCode0
Hierarchical localization with panoramic views and triplet loss functionsCode0
Large-Scale Approximate k-NN Graph Construction on GPUCode0
Hierarchical Matching and Reasoning for Multi-Query Image RetrievalCode0
Deep Randomized Ensembles for Metric LearningCode0
Supervised Online Hashing via Hadamard Codebook LearningCode0
An Ensemble Approach to Acronym Extraction using TransformersCode0
Deep Priority HashingCode0
Large-Scale Cover Song Detection in Digital Music Libraries Using Metadata, Lyrics and Audio FeaturesCode0
Looking at Outfit to Parse ClothingCode0
CItruS: Chunked Instruction-aware State Eviction for Long Sequence ModelingCode0
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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