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

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Showing 5651–5675 of 14297 papers

TitleStatusHype
An Empirical Study of Multimodal Model MergingCode1
A Unified Generative Retriever for Knowledge-Intensive Language Tasks via Prompt LearningCode0
Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive TasksCode1
Topic-oriented Adversarial Attacks against Black-box Neural Ranking ModelsCode0
Click-Feedback Retrieval—0
Evaluating the Stability of Semantic Concept Representations in CNNs for Robust Explainability—0
Visual Diagrammatic Queries in ViziQuer: Overview and Implementation—0
Gradient-based Maximally Interfered Retrieval for Domain Incremental 3D Object DetectionCode0
Multivariate Representation Learning for Information Retrieval—0
Large Language Models are Strong Zero-Shot Retriever—0
Retrieval-based Knowledge Augmented Vision Language Pre-training—0
A deep image retrieval network using Max-m-Min pooling and morphological feature generating residual blocks—0
V3CTRON | Data Retrieval & Access System For Flexible Semantic Search & Retrieval Of Proprietary Document Collections Using Natural Language Queries.Code1
Exploiting Simulated User Feedback for Conversational Search: Ranking, Rewriting, and Beyond—0
STIR: Siamese Transformer for Image Retrieval PostprocessingCode0
Deep Lifelong Cross-modal Hashing—0
Self-Supervised Multi-Modal Sequential RecommendationCode1
Prompting GPT-3.5 for Text-to-SQL with De-semanticization and Skeleton Retrieval—0
A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question AnsweringCode1
From Association to Generation: Text-only Captioning by Unsupervised Cross-modal MappingCode1
Hopfield model with planted patterns: a teacher-student self-supervised learning model—0
Enhancing Large Language Model with Self-Controlled Memory FrameworkCode1
Examining the Impact of Uncontrolled Variables on Physiological Signals in User Studies for Information Processing Activities—0
A Personalized Dense Retrieval Framework for Unified Information AccessCode1
Hypernymization of named entity-rich captions for grounding-based multi-modal pretraining—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified