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 1165111700 of 14297 papers

TitleStatusHype
Multimodal music information processing and retrieval: survey and future challenges0
Provable Low Rank Phase RetrievalCode0
Machine Reading Comprehension for Answer Re-Ranking in Customer Support Chatbots0
A Domain Generalization Perspective on Listwise Context Modeling0
Cross-Modal Music Retrieval and Applications: An Overview of Key Methodologies0
Reading Protocol: Understanding what has been Read in Interactive Information Retrieval Tasks0
Towards an All-Purpose Content-Based Multimedia Information Retrieval System0
Using Deep Cross Modal Hashing and Error Correcting Codes for Improving the Efficiency of Attribute Guided Facial Image Retrieval0
Max-C and Min-D Projection Autoassociative Fuzzy Morphological Memories: Theory and an Application for Face Recognition0
ELKI: A large open-source library for data analysis - ELKI Release 0.7.5 "Heidelberg"0
Contextual Recurrent Neural NetworksCode0
Models of Visually Grounded Speech Signal Pay Attention To Nouns: a Bilingual Experiment on English and JapaneseCode0
KLUCB Approach to Copeland Bandits0
Dual-Reference Design for Holographic Coherent Diffraction Imaging0
Unsupervised Data Uncertainty Learning in Visual Retrieval Systems0
Word Embeddings for Entity-annotated TextsCode0
Content-based image retrieval system with most relevant features among wavelet and color features0
A Comparison of Information Retrieval Techniques for Detecting Source Code Plagiarism0
An Ensemble Dialogue System for Facts-Based Sentence Generation0
End-to-End Open-Domain Question Answering with BERTseriniCode0
Recommender Systems Notation: Proposed Common Notation for Teaching and Research0
Precise Proximal Femur Fracture Classification for Interactive Training and Surgical Planning0
An end-to-end Generative Retrieval Method for Sponsored Search Engine --Decoding Efficiently into a Closed Target Domain0
A Multi-Resolution Word Embedding for Document Retrieval from Large Unstructured Knowledge Bases0
Pairwise Teacher-Student Network for Semi-Supervised Hashing0
Dating Documents using Graph Convolution NetworksCode0
Deep Triplet QuantizationCode0
Self-Supervised Visual Representations for Cross-Modal Retrieval0
Semantic Hierarchy Preserving Deep Hashing for Large-scale Image RetrievalCode0
Using Score Distributions to Compare Statistical Significance Tests for Information Retrieval Evaluation0
Support Recovery in the Phase Retrieval Model: Information-Theoretic Fundamental Limits0
Medical Image Super-Resolution Using a Generative Adversarial Network0
Characterization of migrated seismic volumes using texture attributes: a comparative study0
A new approach for query expansion using Wikipedia and WordNet0
Who's Afraid of Adversarial Queries? The Impact of Image Modifications on Content-based Image RetrievalCode0
Towards Optimal Discrete Online Hashing with Balanced SimilarityCode0
Promoting Diversity for End-to-End Conversation Response Generation0
Neural IR Meets Graph Embedding: A Ranking Model for Product Search0
Learning to compress and search visual data in large-scale systemsCode0
NLSC: Unrestricted Natural Language-based Service Composition through Sentence EmbeddingsCode0
Exploring Uncertainty in Conditional Multi-Modal Retrieval Systems0
DeepFashion2: A Versatile Benchmark for Detection, Pose Estimation, Segmentation and Re-Identification of Clothing ImagesCode0
"Is this an example image?" -- Predicting the Relative Abstractness Level of Image and Text0
A Question-Entailment Approach to Question AnsweringCode0
TransferTransfo: A Transfer Learning Approach for Neural Network Based Conversational AgentsCode2
CREATE: Cohort Retrieval Enhanced by Analysis of Text from Electronic Health Records using OMOP Common Data ModelCode0
Discovering seminal works with marker papers0
Energy Confused Adversarial Metric Learning for Zero-Shot Image Retrieval and Clustering0
DLocRL: A Deep Learning Pipeline for Fine-Grained Location Recognition and Linking in Tweets0
Localizing dexterous surgical tools in X-ray for image-based navigationCode1
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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