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 44514500 of 14297 papers

TitleStatusHype
ICDAR 2019 Competition on Image Retrieval for Historical Handwritten DocumentsCode0
ICECAP: Information Concentrated Entity-aware Image CaptioningCode0
A Read-and-Select Framework for Zero-shot Entity LinkingCode0
iART: A Search Engine for Art-Historical Images to Support Research in the HumanitiesCode0
I can listen but cannot read: An evaluation of two-tower multimodal systems for instrument recognitionCode0
ICFHR 2020 Competition on Image Retrieval for Historical Handwritten FragmentsCode0
AI-TA: Towards an Intelligent Question-Answer Teaching Assistant using Open-Source LLMsCode0
ChartThinker: A Contextual Chain-of-Thought Approach to Optimized Chart SummarizationCode0
Agentic Reasoning: Reasoning LLMs with Tools for the Deep ResearchCode0
Hyperbolic Representation Learning for Fast and Efficient Neural Question AnsweringCode0
ChartCards: A Chart-Metadata Generation Framework for Multi-Task Chart UnderstandingCode0
ArcAid: Analysis of Archaeological Artifacts using DrawingsCode0
Hypercube-RAG: Hypercube-Based Retrieval-Augmented Generation for In-domain Scientific Question-AnsweringCode0
Long-context Language Models Cannot Retrieve Without Sufficient StepsCode0
Characterizing Verbatim Short-Term Memory in Neural Language ModelsCode0
Hybrid Style Siamese Network: Incorporating style loss in complementary apparels retrievalCode0
Hybrid Approximate Nearest Neighbor Indexing and Search (HANNIS) for Large Descriptor DatabasesCode0
An Efficient Approximate kNN Graph Method for Diffusion on Image RetrievalCode0
HybridCite: A Hybrid Model for Context-Aware Citation RecommendationCode0
Hybrid Losses for Hierarchical Embedding LearningCode0
HypeVPR: Exploring Hyperbolic Space for Perspective to Equirectangular Visual Place RecognitionCode0
Illusions of Relevance: Using Content Injection Attacks to Deceive Retrievers, Rerankers, and LLM JudgesCode0
INSPIRED2: An Improved Dataset for Sociable Conversational RecommendationCode0
KnowPrefix-Tuning: A Two-Stage Prefix-Tuning Framework for Knowledge-Grounded Dialogue GenerationCode0
Hubness Reduction Improves Sentence-BERT Semantic SpacesCode0
Hubless Nearest Neighbor Search for Bilingual Lexicon InductionCode0
HRDE: Retrieval-Augmented Large Language Models for Chinese Health Rumor Detection and ExplainabilityCode0
How Train-Test Leakage Affects Zero-shot RetrievalCode0
Human-in-the-loop Machine Translation with Large Language ModelCode0
Challenging Neural Dialogue Models with Natural Data: Memory Networks Fail on Incremental PhenomenaCode0
How “Loco” Is the LOCO Corpus? Annotating the Language of Conspiracy TheoriesCode0
Arabic Multi-Dialect Segmentation: bi-LSTM-CRF vs. SVMCode0
How should we evaluate supervised hashing?Code0
How to Leverage Personal Textual Knowledge for Personalized Conversational Information RetrievalCode0
Reverse-Engineering the Retrieval Process in GenIR ModelsCode0
Inter-intra Variant Dual Representations forSelf-supervised Video RecognitionCode0
Challenges in Generalization in Open Domain Question AnsweringCode0
Challenge Dataset of Cognates and False Friend Pairs from Indian LanguagesCode0
A Quick, trustworthy spectral knowledge Q&A system leveraging retrieval-augmented generation on LLMCode0
How Language-Neutral is Multilingual BERT?Code0
How Different are Pre-trained Transformers for Text Ranking?Code0
A Question-Entailment Approach to Question AnsweringCode0
Chain of Thought Prompting Elicits Knowledge AugmentationCode0
A Quality-based Syntactic Template Retriever for Syntactically-controlled Paraphrase GenerationCode0
Agent-Enhanced Large Language Models for Researching Political InstitutionsCode0
A Quadruplet Loss for Enforcing Semantically Coherent Embeddings in Multi-output Classification ProblemsCode0
HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context RepresentationsCode0
How a General-Purpose Commonsense Ontology can Improve Performance of Learning-Based Image RetrievalCode0
How convolutional neural network see the world - A survey of convolutional neural network visualization methodsCode0
Chain-of-Exemplar: Enhancing Distractor Generation for Multimodal Educational Question GenerationCode0
Show:102550
← PrevPage 90 of 286Next →

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