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 5101–5125 of 14297 papers

TitleStatusHype
Thrust: Adaptively Propels Large Language Models with External Knowledge—0
SPRINT: A Unified Toolkit for Evaluating and Demystifying Zero-shot Neural Sparse RetrievalCode1
Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR Community—0
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
Distilling Knowledge from Text-to-Image Generative Models Improves Visio-Linguistic Reasoning in CLIP—0
Text-guided Image Restoration and Semantic Enhancement for Text-to-Image Person RetrievalCode1
Jean-Luc Picard at Touché 2023: Comparing Image Generation, Stance Detection and Feature Matching for Image Retrieval for Arguments—0
Mixed-initiative Query Rewriting in Conversational Passage Retrieval—0
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 Learning—0
Improving Trace Link Recommendation by Using Non-Isotropic Distances and Combinations—0
AspectCSE: Sentence Embeddings for Aspect-based Semantic Textual Similarity Using Contrastive Learning and Structured Knowledge—0
Information retrieval: recent advances and beyond—0
Fine-grained Text-Video Retrieval with Frozen Image Encoders—0
QontSum: On Contrasting Salient Content for Query-focused Summarization—0
TVPR: Text-to-Video Person Retrieval and a New Benchmark—0
PiTL: Cross-modal Retrieval with Weakly-supervised Vision-language Pre-training via Prompting—0
Knowledge Boosting: Rethinking Medical Contrastive Vision-Language Pre-TrainingCode1
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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