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 71267150 of 14297 papers

TitleStatusHype
ExchNet: A Unified Hashing Network for Large-Scale Fine-Grained Image Retrieval0
A Contrastive Pre-training Approach to Learn Discriminative Autoencoder for Dense Retrieval0
Language-Based Audio Retrieval with Converging Tied Layers and Contrastive Loss0
Language-based Audio Retrieval with Co-Attention Networks0
An Element-wise Visual-enhanced BiLSTM-CRF Model for Location Name Recognition0
Learning Polynomials of Few Relevant Dimensions0
Deep Ranking Based Cost-sensitive Multi-label Learning for Distant Supervision Relation Extraction0
Language Features Matter: Effective Language Representations for Vision-Language Tasks0
Language-Guided Contrastive Audio-Visual Masked Autoencoder with Automatically Generated Audio-Visual-Text Triplets from Videos0
Language Guided Local Infiltration for Interactive Image Retrieval0
Language-Guided Music Recommendation for Video via Prompt Analogies0
Language Guided Networks for Cross-modal Moment Retrieval0
Language learning using Speech to Image retrieval0
Learning Product Codebooks using Vector Quantized Autoencoders for Image Retrieval0
A Graph-based approach to derive the geodesic distance on Statistical manifolds: Application to Multimedia Information Retrieval0
Language Model Re-rankers are Steered by Lexical Similarities0
Language Models and Retrieval Augmented Generation for Automated Structured Data Extraction from Diagnostic Reports0
Examining the Impact of Uncontrolled Variables on Physiological Signals in User Studies for Information Processing Activities0
Examining Multilingual Embedding Models Cross-Lingually Through LLM-Generated Adversarial Examples0
Class-Wise Buffer Management for Incremental Object Detection: An Effective Buffer Training Strategy0
Learning Parametric Distributions for Image Super-Resolution: Where Patch Matching Meets Sparse Coding0
Exact Spin Elimination in Ising Hamiltonians and Energy-Based Machine Learning0
Exact asymptotics for phase retrieval and compressed sensing with random generative priors0
A Revisit on Deep Hashings for Large-scale Content Based Image Retrieval0
Exact and Stable Covariance Estimation from Quadratic Sampling via Convex Programming0
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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