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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 5501–5550 of 14297 papers

TitleStatusHype
Hi-Gen: Generative Retrieval For Large-Scale Personalized E-commerce Search—0
KGValidator: A Framework for Automatic Validation of Knowledge Graph Construction—0
A Comprehensive Survey on Evaluating Large Language Model Applications in the Medical Industry—0
DVF: Advancing Robust and Accurate Fine-Grained Image Retrieval with Retrieval Guidelines—0
Med42 -- Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches—0
Deep Models for Multi-View 3D Object Recognition: A Review—0
Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs—0
Visual Delta Generator with Large Multi-modal Models for Semi-supervised Composed Image Retrieval—0
Multi-view Content-aware Indexing for Long Document Retrieval—0
CoST: Contrastive Quantization based Semantic Tokenization for Generative Recommendation—0
Retrieval Augmented Generation for Domain-specific Question Answering—0
A Reproducibility Study of PLAID—0
Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question AnsweringCode0
Tree of Reviews: A Tree-based Dynamic Iterative Retrieval Framework for Multi-hop Question Answering—0
KamerRaad: Enhancing Information Retrieval in Belgian National Politics through Hierarchical Summarization and Conversational Interfaces—0
SHE-Net: Syntax-Hierarchy-Enhanced Text-Video Retrieval—0
Retrieval-Augmented Audio Deepfake Detection—0
Hierarchical localization with panoramic views and triplet loss functionsCode0
UrbanCross: Enhancing Satellite Image-Text Retrieval with Cross-Domain Adaptation—0
"Where am I?" Scene Retrieval with Language—0
SPLATE: Sparse Late Interaction Retrieval—0
Anchor-aware Deep Metric Learning for Audio-visual Retrieval—0
Video sentence grounding with temporally global textual knowledge—0
Collaborative Visual Place Recognition through Federated Learning—0
Single-sample image-fusion upsampling of fluorescence lifetime images—0
Cross-Modal Adapter: Parameter-Efficient Transfer Learning Approach for Vision-Language Models—0
Multi-Class Quantum Convolutional Neural Networks—0
Unlocking Multi-View Insights in Knowledge-Dense Retrieval-Augmented Generation—0
Towards Human-centered Proactive Conversational Agents—0
The Solution for the CVPR2024 NICE Image Captioning Challenge—0
PDF-MVQA: A Dataset for Multimodal Information Retrieval in PDF-based Visual Question Answering—0
RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation—0
Spot-Compose: A Framework for Open-Vocabulary Object Retrieval and Drawer Manipulation in Point Clouds—0
ProTA: Probabilistic Token Aggregation for Text-Video Retrieval—0
De-DSI: Decentralised Differentiable Search IndexCode0
iRAG: Advancing RAG for Videos with an Incremental Approach—0
From Language Models to Practical Self-Improving Computer Agents—0
RAGAR, Your Falsehood Radar: RAG-Augmented Reasoning for Political Fact-Checking using Multimodal Large Language Models—0
FecTek: Enhancing Term Weight in Lexicon-Based Retrieval with Feature Context and Term-level Knowledge—0
RAM: Towards an Ever-Improving Memory System by Learning from Communications—0
Exploring the landscape of large language models: Foundations, techniques, and challenges—0
Character is Destiny: Can Role-Playing Language Agents Make Persona-Driven Decisions?—0
Position Engineering: Boosting Large Language Models through Positional Information Manipulation—0
A Survey on Retrieval-Augmented Text Generation for Large Language Models—0
NeuroHash: A Hyperdimensional Neuro-Symbolic Framework for Spatially-Aware Image Hashing and Retrieval—0
The Unreasonable Effectiveness of Pre-Trained Features for Camera Pose RefinementCode0
Compressible and Searchable: AI-native Multi-Modal Retrieval System with Learned Image Compression—0
Find The Gap: Knowledge Base Reasoning For Visual Question Answering—0
Watch Your Step: Optimal Retrieval for Continual Learning at Scale—0
More Room for Language: Investigating the Effect of Retrieval on Language ModelsCode0
Show:102550
← PrevPage 111 of 286Next →
All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

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