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 9401–9425 of 14297 papers

TitleStatusHype
KIMERA: Injecting Domain Knowledge into Vacant Transformer Heads—0
Kinit Classification in Ethiopian Chants, Azmaris and Modern Music: A New Dataset and CNN Benchmark—0
KIQA: Knowledge-Infused Question Answering Model for Financial Table-Text Data—0
KiRAG: Knowledge-Driven Iterative Retriever for Enhancing Retrieval-Augmented Generation—0
KisanQRS: A Deep Learning-based Automated Query-Response System for Agricultural Decision-Making—0
KITTEN: A Knowledge-Intensive Evaluation of Image Generation on Visual Entities—0
KLUCB Approach to Copeland Bandits—0
kNet: A Deep kNN Network To Handle Label Noise—0
KNET: A General Framework for Learning Word Embedding using Morphological Knowledge—0
KNET: Integrating Hypermedia and Bayesian Modeling—0
kNN-Adapter: Efficient Domain Adaptation for Black-Box Language Models—0
kNN-CLIP: Retrieval Enables Training-Free Segmentation on Continually Expanding Large Vocabularies—0
KNN-Diffusion: Image Generation via Large-Scale Retrieval—0
kNN-Embed: Locally Smoothed Embedding Mixtures For Multi-interest Candidate Retrieval—0
Approximate k-NN Graph Construction: a Generic Online Approach—0
kNN Hashing With Factorized Neighborhood Representation—0
KNN-LM Does Not Improve Open-ended Text Generation—0
Know2Look: Commonsense Knowledge for Visual Search—0
Knowledge-Aided Open-Domain Question Answering—0
Knowledge-Aware Iterative Retrieval for Multi-Agent Systems—0
Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval—0
Knowledge Aware Semantic Concept Expansion for Image-Text Matching—0
Knowledge-aware Text-Image Retrieval for Remote Sensing Images—0
Knowledge-based end-to-end memory networks—0
Knowledge-based Multimodal Music Similarity—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