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 40514100 of 14297 papers

TitleStatusHype
Integrating Listwise Ranking into Pairwise-based Image-Text RetrievalCode0
CoNCRA: A Convolutional Neural Network Code Retrieval ApproachCode0
InLoc: Indoor Visual Localization with Dense Matching and View SynthesisCode0
Information-Theoretic Generative Clustering of DocumentsCode0
Information-Theoretic Active Learning for Content-Based Image RetrievalCode0
Injecting the BM25 Score as Text Improves BERT-Based Re-rankersCode0
InPars-Light: Cost-Effective Unsupervised Training of Efficient RankersCode0
A Surprisingly Simple yet Effective Multi-Query Rewriting Method for Conversational Passage RetrievalCode0
Information Retrieval for ZeroSpeech 2021: The Submission by University of WroclawCode0
Concentration Inequalities for Two-Sample Rank Processes with Application to Bipartite RankingCode0
Inflating Topic Relevance with Ideology: A Case Study of Political Ideology Bias in Social Topic Detection ModelsCode0
Domino at FinCausal 2020, Task 1 and 2: Causal Extraction SystemCode0
Information Retrieval in the Age of Generative AI: The RGB ModelCode0
Inexact Block Coordinate Descent Algorithms for Nonsmooth Nonconvex OptimizationCode0
Computing Web-scale Topic Models using an Asynchronous Parameter ServerCode0
Indoor Visual Positioning Aided by CNN-Based Image Retrieval: Training-Free, 3D Modeling-FreeCode0
Approximate Nearest Neighbour Search on Privacy-aware Encoding of User Locations to Identify Susceptible Infections in Simulated EpidemicsCode0
IndicIRSuite: Multilingual Dataset and Neural Information Models for Indian LanguagesCode0
Computational Job Market Analysis with Natural Language ProcessingCode0
Incremental Multiview Point Cloud RegistrationCode0
InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for ImagesCode0
Integrating MedCLIP and Cross-Modal Fusion for Automatic Radiology Report GenerationCode0
CTQScorer: Combining Multiple Features for In-context Example Selection for Machine TranslationCode0
Improving Video Corpus Moment Retrieval with Partial Relevance EnhancementCode0
Adversarial Modality Alignment Network for Cross-Modal Molecule RetrievalCode0
Retrieve to Explain: Evidence-driven Predictions with Language ModelsCode0
Improving zero-shot learning by mitigating the hubness problemCode0
Improving Toponym Resolution with Better Candidate Generation, Transformer-based Reranking, and Two-Stage ResolutionCode0
A Lightweight Constrained Generation Alternative for Query-focused SummarizationCode0
Incorporating Legal Structure in Retrieval-Augmented Generation: A Case Study on Copyright Fair UseCode0
Compressing Sign Information in DCT-based Image Coding via Deep Sign RetrievalCode0
Improving the matching of deformable objects by learning to detect keypointsCode0
Improving the Representation and Conversion of Mathematical Formulae by Considering their Textual ContextCode0
ABD-Net: Attentive but Diverse Person Re-IdentificationCode0
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective DistillationCode0
Improving the Efficiency of Visually Augmented Language ModelsCode0
Improving the Robustness of Dense Retrievers Against Typos via Multi-Positive Contrastive LearningCode0
Improving Segmentation for Technical Support ProblemsCode0
Improving Similar Case Retrieval Ranking Performance By Revisiting RankSVMCode0
Algorithmic Guarantees for Inverse Imaging with Untrained Network PriorsCode0
Reversed in Time: A Novel Temporal-Emphasized Benchmark for Cross-Modal Video-Text RetrievalCode0
Improving Screening Processes via Calibrated Subset SelectionCode0
Improving the Consistency in Cross-Lingual Cross-Modal Retrieval with 1-to-K Contrastive LearningCode0
Improving the robustness of ImageNet classifiers using elements of human visual cognitionCode0
A Study on Broadcast Networks for Music Genre ClassificationCode0
Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedback: A Reproducibility StudyCode0
Improving Personalized Search with Regularized Low-Rank Parameter UpdatesCode0
Improving Personality Consistency in Conversation by Persona ExtendingCode0
Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized ContextsCode0
A Study of MatchPyramid Models on Ad-hoc RetrievalCode0
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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