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 1195112000 of 14297 papers

TitleStatusHype
Evaluating and interpreting caption prediction for histopathology imagesCode0
InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for ImagesCode0
Biomedical Named Entity Recognition at ScaleCode0
Evaluating and Enhancing Large Language Models for Novelty Assessment in Scholarly PublicationsCode0
Exploring Information Retrieval Landscapes: An Investigation of a Novel Evaluation Techniques and Comparative Document Splitting MethodsCode0
Nearest Neighbor Machine Translation is Meta-Optimizer on Output Projection LayerCode0
Exploring Instance Relations for Unsupervised Feature EmbeddingCode0
Indoor Visual Positioning Aided by CNN-Based Image Retrieval: Training-Free, 3D Modeling-FreeCode0
EvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet AllocationCode0
A Retrieval-Augmented Multi-Agent Framework for Psychiatry DiagnosisCode0
Are They the Same Picture? Adapting Concept Bottleneck Models for Human-AI Collaboration in Image RetrievalCode0
EVA02-AT: Egocentric Video-Language Understanding with Spatial-Temporal Rotary Positional Embeddings and Symmetric OptimizationCode0
Exploring Methods for Generating Feedback Comments for Writing LearningCode0
Exploring modality-agnostic representations for music classificationCode0
Distantly Supervised Question ParsingCode0
Cross-Dialect Information Retrieval: Information Access in Low-Resource and High-Variance LanguagesCode0
CROMER: a Tool for Cross-Document Event and Entity CoreferenceCode0
Multiscale Phase RetrievalCode0
Exploring Retrieval Augmented Generation in ArabicCode0
Exploring Temporal Concurrency for Video-Language Representation LearningCode0
Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List StabilityCode0
EUFCC-CIR: a Composed Image Retrieval Dataset for GLAM CollectionsCode0
Learning to Rank Words: Optimizing Ranking Metrics for Word SpottingCode0
Biological Random Walks: multi-omics integration for disease gene prioritizationCode0
Inexact Block Coordinate Descent Algorithms for Nonsmooth Nonconvex OptimizationCode0
A Critical Review of Recurrent Neural Networks for Sequence LearningCode0
Noisy Self-Training with Synthetic Queries for Dense RetrievalCode0
Approximate Nearest Neighbour Search on Privacy-aware Encoding of User Locations to Identify Susceptible Infections in Simulated EpidemicsCode0
Grid-free Harmonic Retrieval and Model Order Selection using Deep Convolutional Neural NetworksCode0
Bio-Eng-LMM AI Assist chatbot: A Comprehensive Tool for Research and EducationCode0
BinGAN: Learning Compact Binary Descriptors with a Regularized GANCode0
Learning to Represent Bilingual DictionariesCode0
A Response Retrieval Approach for Dialogue Using a Multi-Attentive TransformerCode0
Learning to Retrieve Engaging Follow-Up QueriesCode0
Exploring the Representation Power of SPLADE ModelsCode0
Estimating Optimal Context Length for Hybrid Retrieval-augmented Multi-document SummarizationCode0
Exploring the Temporal Cues to Enhance Video Retrieval on Standardized CDVACode0
CROLoss: Towards a Customizable Loss for Retrieval Models in Recommender SystemsCode0
Abstract, Rationale, Stance: A Joint Model for Scientific Claim VerificationCode0
Exploring Training and Inference Scaling Laws in Generative RetrievalCode0
Binary Generative Adversarial Networks for Image RetrievalCode0
Measuring and Addressing Indexical Bias in Information RetrievalCode0
Exploring User Retrieval Integration towards Large Language Models for Cross-Domain Sequential RecommendationCode0
Estimated Audio-Caption Correspondences Improve Language-Based Audio RetrievalCode0
Exposing and Mitigating Spurious Correlations for Cross-Modal RetrievalCode0
Establishing Strong Baselines for TripClick Health RetrievalCode0
A Resource-Light Method for Cross-Lingual Semantic Textual SimilarityCode0
Expository Text Generation: Imitate, Retrieve, ParaphraseCode0
Inflating Topic Relevance with Ideology: A Case Study of Political Ideology Bias in Social Topic Detection ModelsCode0
Expressing Visual Relationships via LanguageCode0
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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