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 51015150 of 14297 papers

TitleStatusHype
IncDSI: Incrementally Updatable Document RetrievalCode1
Thrust: Adaptively Propels Large Language Models with External Knowledge0
Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR Community0
Classification of Visualization Types and Perspectives in PatentsCode0
ZeQR: Zero-shot Query Reformulation for Conversational SearchCode0
JAZZVAR: A Dataset of Variations found within Solo Piano Performances of Jazz Standards for Music OverpaintingCode0
Text-guided Image Restoration and Semantic Enhancement for Text-to-Image Person RetrievalCode1
Distilling Knowledge from Text-to-Image Generative Models Improves Visio-Linguistic Reasoning in CLIP0
Jean-Luc Picard at Touché 2023: Comparing Image Generation, Stance Detection and Feature Matching for Image Retrieval for Arguments0
Mixed-initiative Query Rewriting in Conversational Passage Retrieval0
Divide&Classify: Fine-Grained Classification for City-Wide Visual Place RecognitionCode1
Bridging the Gap: Multi-Level Cross-Modality Joint Alignment for Visible-Infrared Person Re-IdentificationCode1
Soft Prompt Tuning for Augmenting Dense Retrieval with Large Language ModelsCode1
Untrained neural network embedded Fourier phase retrieval from few measurementsCode0
Neural Architecture RetrievalCode1
Prompt Tuning on Graph-augmented Low-resource Text ClassificationCode1
Intuitive Access to Smartphone Settings Using Relevance Model Trained by Contrastive Learning0
AspectCSE: Sentence Embeddings for Aspect-based Semantic Textual Similarity Using Contrastive Learning and Structured Knowledge0
Improving Trace Link Recommendation by Using Non-Isotropic Distances and Combinations0
Information retrieval: recent advances and beyond0
Fine-grained Text-Video Retrieval with Frozen Image Encoders0
QontSum: On Contrasting Salient Content for Query-focused Summarization0
Knowledge Boosting: Rethinking Medical Contrastive Vision-Language Pre-TrainingCode1
PiTL: Cross-modal Retrieval with Weakly-supervised Vision-language Pre-training via Prompting0
TVPR: Text-to-Video Person Retrieval and a New Benchmark0
Risk Controlled Image RetrievalCode0
A scoping review on multimodal deep learning in biomedical images and texts0
Retrieving Continuous Time Event Sequences using Neural Temporal Point Processes with Learnable Hashing0
Animate-A-Story: Storytelling with Retrieval-Augmented Video GenerationCode2
Image Transformation Sequence Retrieval with General Reinforcement Learning0
InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation0
MegaWika: Millions of reports and their sources across 50 diverse languages0
Generating Benchmarks for Factuality Evaluation of Language ModelsCode2
Retrieval Augmented Generation using Engineering Design KnowledgeCode0
Real-time Percussive Technique Recognition and Embedding Learning for the Acoustic Guitar0
Trainability, Expressivity and Interpretability in Gated Neural ODEsCode0
Prompt Generate Train (PGT): Few-shot Domain Adaption of Retrieval Augmented Generation Models for Open Book Question-Answering0
Testing different Log Bases For Vector Model Weighting Technique0
Reading Radiology Imaging Like The Radiologist0
OntoChatGPT Information System: Ontology-Driven Structured Prompts for ChatGPT Meta-LearningCode1
Retrieval-augmented GPT-3.5-based Text-to-SQL Framework with Sample-aware Prompting and Dynamic Revision Chain0
U-CREAT: Unsupervised Case Retrieval using Events extrAcTionCode1
Feature Activation Map: Visual Explanation of Deep Learning Models for Image Classification0
On the Effectiveness of Speech Self-supervised Learning for Music0
mCLIP: Multilingual CLIP via Cross-lingual TransferCode1
Phoneme-retrieval; voice recognition; vowels recognition0
InPars Toolkit: A Unified and Reproducible Synthetic Data Generation Pipeline for Neural Information RetrievalCode2
Graph Contrastive Learning with Multi-Objective for Personalized Product Retrieval in Taobao Search0
Efficient Match Pair Retrieval for Large-scale UAV Images via Graph Indexed Global Descriptor0
Threshold-Consistent Margin Loss for Open-World Deep Metric Learning0
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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