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 5826–5850 of 14297 papers

TitleStatusHype
Graph Similarities and Dual Approach for Sequential Text-to-Image Retrieval—0
Image Classification and Retrieval from User-Supplied Tags—0
Image Retrieval for Arguments Using Stance-Aware Query Expansion—0
Contrastive Video-Language Learning with Fine-grained Frame Sampling—0
GRASP: Municipal Budget AI Chatbots for Enhancing Civic Engagement—0
FACTS About Building Retrieval Augmented Generation-based Chatbots—0
The World is Not Binary: Learning to Rank with Grayscale Data for Dialogue Response Selection—0
Code-Craft: Hierarchical Graph-Based Code Summarization for Enhanced Context Retrieval—0
Contrato360 2.0: A Document and Database-Driven Question-Answer System using Large Language Models and Agents—0
ConTReGen: Context-driven Tree-structured Retrieval for Open-domain Long-form Text Generation—0
Factory of realities: on the emergence of virtual spatiotemporal structures—0
Factorized Distillation: Training Holistic Person Re-identification Model by Distilling an Ensemble of Partial ReID Models—0
A Semi-supervised learning approach to enhance health care Community-based Question Answering: A case study in alcoholism—0
Factored couplings in multi-marginal optimal transport via difference of convex programming—0
GridMind: A Multi-Agent NLP Framework for Unified, Cross-Modal NFL Data Insights—0
GripRank: Bridging the Gap between Retrieval and Generation via the Generative Knowledge Improved Passage Ranking—0
AI Assistants for Spaceflight Procedures: Combining Generative Pre-Trained Transformer and Retrieval-Augmented Generation on Knowledge Graphs With Augmented Reality Cues—0
Codebook based Audio Feature Representation for Music Information Retrieval—0
GRM: Gradient Rectification Module for Visual Place Retrieval—0
Grounded and Transparent Response Generation for Conversational Information-Seeking Systems—0
Grounded in Context: Retrieval-Based Method for Hallucination Detection—0
A Semi-Supervised BERT Approach for Arabic Named Entity Recognition—0
Image Annotation using Multi-Layer Sparse Coding—0
Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation—0
Image as a Foreign Language: BEiT Pretraining for Vision and Vision-Language Tasks—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