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 1310113150 of 14297 papers

TitleStatusHype
ChatGPT for GTFS: Benchmarking LLMs on GTFS Understanding and RetrievalCode0
AI-TA: Towards an Intelligent Question-Answer Teaching Assistant using Open-Source LLMsCode0
DeepFirearm: Learning Discriminative Feature Representation for Fine-grained Firearm RetrievalCode0
LCD: Learned Cross-Domain Descriptors for 2D-3D MatchingCode0
ChartThinker: A Contextual Chain-of-Thought Approach to Optimized Chart SummarizationCode0
How to Leverage Personal Textual Knowledge for Personalized Conversational Information RetrievalCode0
ChartCards: A Chart-Metadata Generation Framework for Multi-Task Chart UnderstandingCode0
Deep Feature Aggregation and Image Re-ranking with Heat Diffusion for Image RetrievalCode0
Anchoring Path for Inductive Relation Prediction in Knowledge GraphsCode0
A Channel Mix Method for Fine-Grained Cross-Modal RetrievalCode0
Characterizing Verbatim Short-Term Memory in Neural Language ModelsCode0
Improving Visual-Semantic Embeddings by Learning Semantically-Enhanced Hard Negatives for Cross-modal Information RetrievalCode0
LSRP: A Leader-Subordinate Retrieval Framework for Privacy-Preserving Cloud-Device CollaborationCode0
How Train-Test Leakage Affects Zero-shot RetrievalCode0
A Framework to Enhance Generalization of Deep Metric Learning methods using General Discriminative Feature Learning and Class Adversarial Neural NetworksCode0
Modality-specific Cross-modal Similarity Measurement with Recurrent Attention NetworkCode0
Challenging Neural Dialogue Models with Natural Data: Memory Networks Fail on Incremental PhenomenaCode0
DeepFashion2: A Versatile Benchmark for Detection, Pose Estimation, Segmentation and Re-Identification of Clothing ImagesCode0
Deep Exemplar-based ColorizationCode0
Challenges in Generalization in Open Domain Question AnsweringCode0
HRDE: Retrieval-Augmented Large Language Models for Chinese Health Rumor Detection and ExplainabilityCode0
LT Expertfinder: An Evaluation Framework for Expert Finding MethodsCode0
Challenge Dataset of Cognates and False Friend Pairs from Indian LanguagesCode0
Deeper Text Understanding for IR with Contextual Neural Language ModelingCode0
Learnable PINs: Cross-Modal Embeddings for Person IdentityCode0
Deep Episodic Memory: Encoding, Recalling, and Predicting Episodic Experiences for Robot Action ExecutionCode0
Deep Discrete Hashing with Self-supervised Pairwise LabelsCode0
Hubless Nearest Neighbor Search for Bilingual Lexicon InductionCode0
Hubness Reduction Improves Sentence-BERT Semantic SpacesCode0
DeepDiffusion: Unsupervised Learning of Retrieval-adapted Representations via Diffusion-based Ranking on Latent Feature ManifoldCode0
DeepDiary: Automatic Caption Generation for Lifelogging Image StreamsCode0
Luandri: a Clean Lua Interface to the Indri Search EngineCode0
Modal-specific Pseudo Query Generation for Video Corpus Moment RetrievalCode0
Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential RecommendationsCode0
Asymmetric Cross-Scale Alignment for Text-Based Person SearchCode0
Learned k-NN Distance EstimationCode0
Model-agnostic vs. Model-intrinsic Interpretability for Explainable Product SearchCode0
Human-in-the-loop Machine Translation with Large Language ModelCode0
Adaptive Testing of Computer Vision ModelsCode0
Deep Cross-Modal HashingCode0
Learning a Deep Listwise Context Model for Ranking RefinementCode0
Human Motion Analysis with Deep Metric LearningCode0
Model-based Unbiased Learning to RankCode0
Human Preferences as Dueling BanditsCode0
A Family of Rank Similarity Measures based on Maximized Effectiveness DifferenceCode0
Learning a Hierarchical Latent-Variable Model of 3D ShapesCode0
LW2G: Learning Whether to Grow for Prompt-based Continual LearningCode0
HUSE: Hierarchical Universal Semantic EmbeddingsCode0
Accommodating Audio Modality in CLIP for Multimodal ProcessingCode0
LWGNet: Learned Wirtinger Gradients for Fourier Ptychographic Phase 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