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

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Showing 3126–3150 of 14297 papers

TitleStatusHype
Analyzing Research Trends in Inorganic Materials Literature Using NLPCode0
Learning semantic sentence representations from visually grounded language without lexical knowledgeCode0
Learning Retrieval Augmentation for Personalized Dialogue GenerationCode0
Adding simple structure at inference improves Vision-Language CompositionalityCode0
Learning Self-Regularized Adversarial Views for Self-Supervised Vision TransformersCode0
Learning Ordered Representations with Nested DropoutCode0
AutoML-guided Fusion of Entity and LLM-based Representations for Document ClassificationCode0
Adding Cues to Binary Feature Descriptors for Visual Place RecognitionCode0
AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance LabelsCode0
AdaVideoRAG: Omni-Contextual Adaptive Retrieval-Augmented Efficient Long Video UnderstandingCode0
Learning Metrics from Teachers: Compact Networks for Image EmbeddingCode0
Analyzing Adversarial Attacks on Sequence-to-Sequence Relevance ModelsCode0
Learning Permutation-Invariant Embeddings for Description Logic ConceptsCode0
Learning Genomic Sequence Representations using Graph Neural Networks over De Bruijn GraphsCode0
Learning from Memory: Non-Parametric Memory Augmented Self-Supervised Learning of Visual FeaturesCode0
Learning Dynamic Author Representations with Temporal Language ModelsCode0
Learning Dual Retrieval Module for Semi-supervised Relation ExtractionCode0
Learning Efficient and Generalizable Graph Retriever for Knowledge-Graph Question AnsweringCode0
Learning Disentangled Representations via Mutual Information EstimationCode0
A Dataset of Kurdish (Sorani) Named Entities -- An Amendment to Kurdish-BLARK Named EntitiesCode0
Automatic Signboard Detection and Localization in Densely Populated Developing CitiesCode0
Learning Discriminative 3D Shape Representations by View Discerning NetworksCode0
Analysis of Multivariate Scoring Functions for Automatic Unbiased Learning to RankCode0
Automatic retrieval of corresponding US views in longitudinal examinationsCode0
Learning Deep Nearest Neighbor Representations Using Differentiable Boundary TreesCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified