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 19261950 of 14297 papers

TitleStatusHype
General-Purpose Retrieval-Enhanced Medical Prediction Model Using Near-Infinite HistoryCode1
H-STAR: LLM-driven Hybrid SQL-Text Adaptive Reasoning on TablesCode1
ChiTransformer:Towards Reliable Stereo from CuesCode1
Chitransformer: Towards Reliable Stereo From CuesCode1
FIRE: Fact-checking with Iterative Retrieval and VerificationCode1
Hierarchical Video-Moment Retrieval and Step-CaptioningCode1
ChiQA: A Large Scale Image-based Real-World Question Answering Dataset for Multi-Modal UnderstandingCode1
A Generic Visualization Approach for Convolutional Neural NetworksCode1
ChMusic: A Traditional Chinese Music Dataset for Evaluation of Instrument RecognitionCode1
Hierarchy-of-Visual-Words: a Learning-based Approach for Trademark Image RetrievalCode1
2nd Place Solution to Google Landmark Retrieval 2021Code1
Florence: A New Foundation Model for Computer VisionCode1
FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal GroundingCode1
Biomedical Concept Relatedness -- A large EHR-based benchmarkCode1
FlexiViT: One Model for All Patch SizesCode1
Hierarchical Multimodal Pre-training for Visually Rich Webpage UnderstandingCode1
CHEF: A Pilot Chinese Dataset for Evidence-Based Fact-CheckingCode1
A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor SearchCode1
Hierarchical Memory Matching Network for Video Object SegmentationCode1
Query Performance Prediction: From Ad-hoc to Conversational SearchCode1
BiomedRAG: A Retrieval Augmented Large Language Model for BiomedicineCode1
Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question AnsweringCode1
FMODetect: Robust Detection of Fast Moving ObjectsCode1
Questions Are All You Need to Train a Dense Passage RetrieverCode1
HiHPQ: Hierarchical Hyperbolic Product Quantization for Unsupervised Image RetrievalCode1
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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