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 476–500 of 14297 papers

TitleStatusHype
Empowering Large Language Models to Set up a Knowledge Retrieval Indexer via Self-LearningCode2
Egocentric Video-Language Pretraining @ EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2022Code2
RemoteCLIP: A Vision Language Foundation Model for Remote SensingCode2
Enabling Large Language Models to Generate Text with CitationsCode2
ARAGOG: Advanced RAG Output GradingCode2
RetrievalAttention: Accelerating Long-Context LLM Inference via Vector RetrievalCode2
Egocentric Video-Language PretrainingCode2
Exploring a Fine-Grained Multiscale Method for Cross-Modal Remote Sensing Image RetrievalCode2
GiantMIDI-Piano: A large-scale MIDI dataset for classical piano musicCode2
Efficiently Learning at Test-Time: Active Fine-Tuning of LLMsCode2
Animate-A-Story: Storytelling with Retrieval-Augmented Video GenerationCode2
Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse RepresentationsCode2
Efficient Multi-Vector Dense Retrieval Using Bit VectorsCode2
Retrieval-Augmented Perception: High-Resolution Image Perception Meets Visual RAGCode2
Retrieval-Augmented Score Distillation for Text-to-3D GenerationCode2
EarthLoc: Astronaut Photography Localization by Indexing Earth from SpaceCode2
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented GenerationCode2
Retrieval is Accurate GenerationCode2
Retrieval Oriented Masking Pre-training Language Model for Dense Passage RetrievalCode2
DRAGIN: Dynamic Retrieval Augmented Generation based on the Information Needs of Large Language ModelsCode2
Duoduo CLIP: Efficient 3D Understanding with Multi-View ImagesCode2
Contrastive Audio-Visual Masked AutoencoderCode2
ECG-Chat: A Large ECG-Language Model for Cardiac Disease DiagnosisCode2
Revisiting Contrastive Methods for Unsupervised Learning of Visual RepresentationsCode2
EfficientRAG: Efficient Retriever for Multi-Hop Question AnsweringCode2
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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