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 38513875 of 14297 papers

TitleStatusHype
Contextual Bandits with Smooth Regret: Efficient Learning in Continuous Action SpacesCode0
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval ModelsCode0
DiSCo: LLM Knowledge Distillation for Efficient Sparse Retrieval in Conversational SearchCode0
Quasar: Datasets for Question Answering by Search and ReadingCode0
Context-Situated Pun GenerationCode0
ir_explain: a Python Library of Explainable IR MethodsCode0
Context Retrieval via Normalized Contextual Latent Interaction for Conversational AgentCode0
Query by Activity Video in the WildCode0
iQPP: A Benchmark for Image Query Performance PredictionCode0
ContextRefine-CLIP for EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2025Code0
Context Recovery and Knowledge Retrieval: A Novel Two-Stream Framework for Video Anomaly DetectionCode0
Alloprof: a new French question-answer education dataset and its use in an information retrieval case studyCode0
IR2: Information Regularization for Information RetrievalCode0
IR like a SIR: Sense-enhanced Information Retrieval for Multiple LanguagesCode0
Is Non-IID Data a Threat in Federated Online Learning to Rank?Code0
JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering CapabilityCode0
Investigating Task Arithmetic for Zero-Shot Information RetrievalCode0
Investigating Societal Biases in a Poetry Composition SystemCode0
Investigating the Effects of Sparse Attention on Cross-EncodersCode0
Investigating Conversational Search Behavior For Domain ExplorationCode0
ContextIQ: A Multimodal Expert-Based Video Retrieval System for Contextual AdvertisingCode0
Inverse-Category-Frequency based supervised term weighting scheme for text categorizationCode0
Inverse Cooking: Recipe Generation from Food ImagesCode0
Question Answering as Global Reasoning over Semantic AbstractionsCode0
Inverting The Generator Of A Generative Adversarial Network (II)Code0
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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