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 8226–8250 of 14297 papers

TitleStatusHype
SynthBio: A Case Study in Human-AI Collaborative Curation of Text Datasets—0
Fine-Grained Image Analysis with Deep Learning: A Survey—0
Leveraging Geometry for Shape Estimation from a Single RGB ImageCode0
Design Theory to improve health evidence retrieval—0
Cross-language Information Retrieval—0
SwAMP: Swapped Assignment of Multi-Modal Pairs for Cross-Modal Retrieval—0
CLIP2TV: Align, Match and Distill for Video-Text Retrieval—0
FILIP: Fine-grained Interactive Language-Image Pre-TrainingCode1
Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal SynchronicityCode1
Reason first, then respond: Modular Generation for Knowledge-infused Dialogue—0
PREMA: Part-based REcurrent Multi-view Aggregation Network for 3D Shape Retrieval—0
Chemical detection and indexing in PubMed full text articles using deep learning and rule-based methods—0
Cascaded Multilingual Audio-Visual Learning from VideosCode1
Assessing learned features of Deep Learning applied to EEG—0
Deeper Convolutional Neural Networks and Broad Augmentation Policies Improve Performance in Musical Key EstimationCode1
Senatus -- A Fast and Accurate Code-to-Code Recommendation Engine—0
Towards Designing Optimal Sensing Matrices for Generalized Linear Inverse Problems—0
Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text RetrievalCode0
The Curious Layperson: Fine-Grained Image Recognition without Expert LabelsCode1
Twitter Big Data as a Resource for Exoskeleton Research: A Large-Scale Dataset of about 140,000 Tweets and 100 Research Questions—0
Multi-scale 2D Representation Learning for weakly-supervised moment retrieval—0
Real-time Wireless Transmitter Authorization: Adapting to Dynamic Authorized Sets with Information Retrieval—0
Computing with Cognitive States—0
Leveraging Advantages of Interactive and Non-Interactive Models for Vector-Based Cross-Lingual Information Retrieval—0
VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-ExpertsCode1
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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