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 1355113600 of 14297 papers

TitleStatusHype
Preliminary Results of a Scientometric Analysis of the German Information Retrieval Community 2020-2023Code0
Tokenization Impacts Multilingual Language Modeling: Assessing Vocabulary Allocation and Overlap Across LanguagesCode0
Sparse-to-Dense Hypercolumn Matching for Long-Term Visual LocalizationCode0
Optimal Projection Guided Transfer Hashing for Image RetrievalCode0
Retrieval Visual Contrastive Decoding to Mitigate Object Hallucinations in Large Vision-Language ModelsCode0
Retrieval or Global Context Understanding? On Many-Shot In-Context Learning for Long-Context EvaluationCode0
R2D2: Robust Data-to-Text with Replacement DetectionCode0
Simple and Effective Dimensionality Reduction for Word EmbeddingsCode0
Retrieval of Family Members Using Siamese Neural NetworkCode0
QuOTeS: Query-Oriented Technical SummarizationCode0
Retrieval of Case 2 Water Quality Parameters with Machine LearningCode0
Video Face Recognition System: RetinaFace-mnet-faster and Secondary SearchCode0
PanopTOP: a framework for generating viewpoint-invariant human pose estimation datasetsCode0
Pandora's Box or Aladdin's Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language ModelsCode0
Quicker ADC : Unlocking the hidden potential of Product Quantization with SIMDCode0
Retrieval Helps or Hurts? A Deeper Dive into the Efficacy of Retrieval Augmentation to Language ModelsCode0
TopGuNN: Fast NLP Training Data Augmentation using Large CorporaCode0
Spatiotemporal Graph Guided Multi-modal Network for Livestreaming Product RetrievalCode0
Retrieval-Generation Alignment for End-to-End Task-Oriented Dialogue SystemCode0
Preference-based Learning with Retrieval Augmented Generation for Conversational Question AnsweringCode0
TOPICAL: TOPIC Pages AutomagicaLlyCode0
Retrieval for Extremely Long Queries and Documents with RPRS: a Highly Efficient and Effective Transformer-based Re-RankerCode0
Signal Reconstruction from Modulo ObservationsCode0
Predominant Musical Instrument Classification based on Spectral FeaturesCode0
Predicting Visual Features from Text for Image and Video Caption RetrievalCode0
OpenViVQA: Task, Dataset, and Multimodal Fusion Models for Visual Question Answering in VietnameseCode0
Open Set Logo Detection and RetrievalCode0
Signal Inpainting from Fourier MagnitudesCode0
Predicting ptychography probe positions using single-shot phase retrieval neural networkCode0
Topic-oriented Adversarial Attacks against Black-box Neural Ranking ModelsCode0
Spectral Method for Multiplexed Phase Retrieval and Application in Optical Imaging in Complex MediaCode0
SIFT Meets CNN: A Decade Survey of Instance RetrievalCode0
Predicting Music Relistening Behavior Using the ACT-R FrameworkCode0
Question rewriting? Assessing its importance for conversational question answeringCode0
Unified Visual-Semantic Embeddings: Bridging Vision and Language With Structured Meaning RepresentationsCode0
SHREC 2021: Retrieval and classification of protein surfaces equipped with physical and chemical propertiesCode0
SpeechCLIP+: Self-supervised multi-task representation learning for speech via CLIP and speech-image dataCode0
Predicting Knowledge Gain for MOOC Video ConsumptionCode0
Web2Text: Deep Structured Boilerplate RemovalCode0
Show, Translate and TellCode0
Retrieval-Based Neural Code GenerationCode0
Top K Relevant Passage Retrieval for Biomedical Question AnsweringCode0
Uniform Memory Retrieval with Larger Capacity for Modern Hopfield ModelsCode0
Speech vs. Transcript: Does It Matter for Human Annotators in Speech Summarization?Code0
Show, Write, and Retrieve: Entity-aware Article Generation and RetrievalCode0
Question Answering as Global Reasoning over Semantic AbstractionsCode0
Query-Utterance Attention with Joint modeling for Query-Focused Meeting SummarizationCode0
Topological Information Retrieval with Dilation-Invariant Bottleneck Comparative MeasuresCode0
prDeep: Robust Phase Retrieval with a Flexible Deep NetworkCode0
SpherE: Expressive and Interpretable Knowledge Graph Embedding for Set 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