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 51765200 of 14297 papers

TitleStatusHype
Dual Asymmetric Deep Hashing LearningCode0
AIstorian lets AI be a historian: A KG-powered multi-agent system for accurate biography generationCode0
DTOS: Dynamic Time Object Sensing with Large Multimodal ModelCode0
FLEURS: Few-shot Learning Evaluation of Universal Representations of SpeechCode0
FixMyPose: Pose Correctional Captioning and RetrievalCode0
DS-TOD: Efficient Domain Specialization for Task-Oriented DialogCode0
Adversarial Training for Code Retrieval with Question-Description Relevance RegularizationCode0
FIVR: Fine-grained Incident Video RetrievalCode0
DS-TOD: Efficient Domain Specialization for Task Oriented DialogCode0
An overview of deep learning in medical imaging focusing on MRICode0
FinTral: A Family of GPT-4 Level Multimodal Financial Large Language ModelsCode0
Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text RetrievalCode0
Neighbor-Based Feature and Index Enhancement for Person Re-IdentificationCode0
FIRE: Food Image to REcipe generationCode0
Dsfer-Net: A Deep Supervision and Feature Retrieval Network for Bitemporal Change Detection Using Modern Hopfield NetworksCode0
Fine-Tuning and Retrieval Augmented Generation for Question Answering Using Affordable Large Language ModelsCode0
Fine Tuning vs. Retrieval Augmented Generation for Less Popular KnowledgeCode0
FitCLIP: Refining Large-Scale Pretrained Image-Text Models for Zero-Shot Video Understanding TasksCode0
Dr Web: a modern, query-based web data retrieval engineCode0
Fine-Grained Relevance Annotations for Multi-Task Document Ranking and Question AnsweringCode0
Fine-Grained Image Captioning with Global-Local Discriminative ObjectiveCode0
12-in-1: Multi-Task Vision and Language Representation LearningCode0
Adversarial Style Augmentation for Domain GeneralizationCode0
Fine-grained Apparel Classification and Retrieval without rich annotationsCode0
Finding Needles in Emb(a)dding Haystacks: Legal Document Retrieval via Bagging and SVR EnsemblesCode0
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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