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 6301–6325 of 14297 papers

TitleStatusHype
Image Retrieval with Mixed Initiative and Multimodal Feedback—0
Clustering Analysis of Interactive Learning Activities Based on Improved BIRCH Algorithm—0
Image Search with Text Feedback by Additive Attention Compositional Learning—0
Image Segmentation by Uniform Color Clustering Approach and Benchmark Results—0
Open Domain Multi-document Summarization: A Comprehensive Study of Model Brittleness under Retrieval—0
Image Similarity Using Sparse Representation and Compression Distance—0
Exploring the Capabilities and Limitations of Large Language Models in the Electric Energy Sector—0
Cross-Modal Adapter: Parameter-Efficient Transfer Learning Approach for Vision-Language Models—0
Cross-Modal Adaptive Dual Association for Text-to-Image Person Retrieval—0
Image Tag Completion and Refinement by Subspace Clustering and Matrix Completion—0
Clustering Algorithms and RAG Enhancing Semi-Supervised Text Classification with Large LLMs—0
Image-text Retrieval: A Survey on Recent Research and Development—0
Artpedia—0
Image-Text Retrieval with Binary and Continuous Label Supervision—0
A Hybrid Approach to Generation of Missing Abstracts in Biomedical Literature—0
A Multi-Source Retrieval Question Answering Framework Based on RAG—0
Image Transformation Sequence Retrieval with General Reinforcement Learning—0
Cluster-Based Information Retrieval by using (K-means)- Hierarchical Parallel Genetic Algorithms Approach—0
Image understanding and the web—0
Imagination Based Sample Construction for Zero-Shot Learning—0
Artificial Musical Intelligence: A Survey—0
Imagine and Seek: Improving Composed Image Retrieval with an Imagined Proxy—0
Cluster-Aware Similarity Diffusion for Instance Retrieval—0
Imaging in random media by two-point coherent interferometry—0
A Hybrid Approach for Improved Content-based Image Retrieval using Segmentation—0
Show:102550
← PrevPage 253 of 572Next →
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