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 60516075 of 14297 papers

TitleStatusHype
Deep Hashing Learning for Visual and Semantic Retrieval of Remote Sensing Images0
Deep Hashing for Secure Multimodal Biometrics0
DeepHash: Getting Regularization, Depth and Fine-Tuning Right0
Bag-of-Words Forced Decoding for Cross-Lingual Information Retrieval0
An Automatic Image Content Retrieval Method for better Mobile Device Display User Experiences0
Deep Graph Matching and Searching for Semantic Code Retrieval0
Bag-of-Words Baselines for Semantic Code Search0
Deep Gaussian Processes for geophysical parameter retrieval0
Deep Gaussian Processes for Biogeophysical Parameter Retrieval and Model Inversion0
Bag-of-Visual-Words for Signature-Based Multi-Script Document Retrieval0
A natural language interface to a graph-based bibliographic information retrieval system0
Deep Fusion of Multi-attentive Local and Global Features with Higher Efficiency for Image Retrieval0
Deep Frequency Filtering for Domain Generalization0
Bag of Genres for Video Retrieval0
Deep Fragment Embeddings for Bidirectional Image Sentence Mapping0
Bag-of-Features Image Indexing and Classification in Microsoft SQL Server Relational Database0
An Attention-Based Deep Net for Learning to Rank0
A deep image retrieval network using Max-m-Min pooling and morphological feature generating residual blocks0
Retrieval-Augmented Generation as Noisy In-Context Learning: A Unified Theory and Risk Bounds0
Golden-Retriever: High-Fidelity Agentic Retrieval Augmented Generation for Industrial Knowledge Base0
Deep learning based mood tagging for Chinese song lyrics0
Deep Features for CBIR with Scarce Data using Hebbian Learning0
Bag of Attributes for Video Event Retrieval0
DeepFashion: Powering Robust Clothes Recognition and Retrieval With Rich Annotations0
BagFormer: Better Cross-Modal Retrieval via bag-wise interaction0
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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