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 47014750 of 14297 papers

TitleStatusHype
HistoKernel: Whole Slide Image Level Maximum Mean Discrepancy Kernels for Pan-Cancer Predictive ModellingCode0
HKUST at SemEval-2023 Task 1: Visual Word Sense Disambiguation with Context Augmentation and Visual AssistanceCode0
Hopfield-Fenchel-Young Networks: A Unified Framework for Associative Memory RetrievalCode0
Hierarchy-based Image Embeddings for Semantic Image RetrievalCode0
Approximation of Response Knowledge Retrieval in Knowledge-grounded Dialogue GenerationCode0
Category-Level Pose Retrieval with Contrastive Features Learnt with Occlusion AugmentationCode0
Hierarchical Relational Networks for Group Activity Recognition and RetrievalCode0
Grid-free Harmonic Retrieval and Model Order Selection using Deep Convolutional Neural NetworksCode0
EUFCC-CIR: a Composed Image Retrieval Dataset for GLAM CollectionsCode0
3D Shape Sequence of Human Comparison and Classification using Current and VarifoldsCode0
Hierarchical Similarity Learning for Language-based Product Image RetrievalCode0
HGOT: Hierarchical Graph of Thoughts for Retrieval-Augmented In-Context Learning in Factuality EvaluationCode0
Hierarchical Indexing for Retrieval-Augmented Opinion SummarizationCode0
Error-Robust Retrieval for Chinese Spelling CheckCode0
HeroNet: A Hybrid Retrieval-Generation Network for Conversational BotsCode0
Evaluating and Enhancing Large Language Models for Novelty Assessment in Scholarly PublicationsCode0
Heterogenous Memory Augmented Neural NetworksCode0
LPD-Net: 3D Point Cloud Learning for Large-Scale Place Recognition and Environment AnalysisCode0
HeGeL: A Novel Dataset for Geo-Location from Hebrew TextCode0
HDLxGraph: Bridging Large Language Models and HDL Repositories via HDL Graph DatabasesCode0
HC4: A New Suite of Test Collections for Ad Hoc CLIRCode0
Hierarchical localization with panoramic views and triplet loss functionsCode0
Caseformer: Pre-training for Legal Case Retrieval Based on Inter-Case DistinctionsCode0
Embedded Named Entity Recognition using Probing ClassifiersCode0
Hashing with Mutual InformationCode0
Hashing with binary autoencodersCode0
Hashing with Binary Matrix PursuitCode0
HashNet: Deep Learning to Hash by ContinuationCode0
Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge GapsCode0
A Framework to Enhance Generalization of Deep Metric Learning methods using General Discriminative Feature Learning and Class Adversarial Neural NetworksCode0
Hash Function Learning via CodewordsCode0
Harnessing High-Level Song Descriptors towards Natural Language-Based Music RecommendationCode0
Case-Based Reasoning with Language Models for Classification of Logical FallaciesCode0
Harnessing multiple LLMs for Information Retrieval: A case study on Deep Learning methodologies in Biodiversity publicationsCode0
Hashing as Tie-Aware Learning to RankCode0
Harmonized Multimodal Learning with Gaussian Process Latent Variable ModelsCode0
Harnessing Abstractive Summarization for Fact-Checked Claim DetectionCode0
Cascading Hierarchical Networks with Multi-task Balanced Loss for Fine-grained hashingCode0
Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource LanguagesCode0
Handling Massive N-Gram Datasets EfficientlyCode0
Elevating All Zero-Shot Sketch-Based Image Retrieval Through Multimodal Prompt LearningCode0
CASCADE Your Datasets for Cross-Mode Knowledge Retrieval of Language ModelsCode0
Hard Example Generation by Texture Synthesis for Cross-domain Shape Similarity LearningCode0
Harnessing Evolution of Multi-Turn Conversations for Effective Answer RetrievalCode0
HBST: A Hamming Distance embedding Binary Search Tree for Visual Place RecognitionCode0
Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual RetrievalCode0
Hierarchical Matching and Reasoning for Multi-Query Image RetrievalCode0
How Train-Test Leakage Affects Zero-shot RetrievalCode0
HADA: A Graph-based Amalgamation Framework in Image-text RetrievalCode0
Elastic Functional Coding of Riemannian TrajectoriesCode0
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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