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 1070110750 of 14297 papers

TitleStatusHype
Fast Generating A Large Number of Gumbel-Max Variables0
Safe Exploration for Optimizing Contextual BanditsCode0
Web Table Extraction, Retrieval and Augmentation: A Survey0
Concept Embedding for Information Retrieval0
Multi-Modal Music Information Retrieval: Augmenting Audio-Analysis with Visual Computing for Improved Music Video Analysis0
Deep Multi-View Enhancement Hashing for Image Retrieval0
On the Convergence of Stochastic Gradient Descent with Low-Rank Projections for Convex Low-Rank Matrix Problems0
Symmetrical Synthesis for Deep Metric LearningCode1
Consensus-Based Optimization on the Sphere: Convergence to Global Minimizers and Machine LearningCode0
A Tool for Conducting User Studies on Mobile DevicesCode0
Causal Structure Discovery from Distributions Arising from Mixtures of DAGs0
Optimized Feature Space Learning for Generating Efficient Binary Codes for Image Retrieval0
Deep Metric Learning Network using Proxies for Chromosome Classification in Karyotyping Test0
Aspect-based Academic Search using Domain-specific KB0
MEMO: A Deep Network for Flexible Combination of Episodic Memories0
Selective Weak Supervision for Neural Information RetrievalCode1
Leveraging Schema Labels to Enhance Dataset Search0
An Effective Automatic Image Annotation Model Via Attention Model and Data Equilibrium0
A Keypoint-based Morphological Signature for Large-scale Neuroimage Analysis0
Reducing Noise from Competing Neighbours: Word Retrieval with Lateral Inhibition in Multilink0
TVR: A Large-Scale Dataset for Video-Subtitle Moment RetrievalCode1
SOLAR: Second-Order Loss and Attention for Image RetrievalCode1
Progressive Local Filter Pruning for Image Retrieval Acceleration0
Navigation-Based Candidate Expansion and Pretrained Language Models for Citation Recommendation0
Towards Automatic Clustering Analysis using Traces of Information Gain: The InfoGuide Method0
ImageBERT: Cross-modal Pre-training with Large-scale Weak-supervised Image-Text Data0
Bibliometric-enhanced Information Retrieval 10th Anniversary Workshop Edition0
UR2KiD: Unifying Retrieval, Keypoint Detection, and Keypoint Description without Local Correspondence Supervision0
Experiments on Manual Thesaurus based Query Expansion for Ad-hoc Monolingual Gujarati Information Retrieval Tasks0
Deep Metric Structured Learning For Facial Expression Recognition0
Stacked Adversarial Network for Zero-Shot Sketch based Image Retrieval0
Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural NetworkCode1
Latent-variable Private Information Retrieval0
Document Network Projection in Pretrained Word Embedding Space0
Quantum Private Information Retrieval from Coded and Colluding Servers0
Intensity-Modulated Fiber-Optic Voltage Sensors for Power Distribution Systems0
Show, Recall, and Tell: Image Captioning with Recall Mechanism0
Unbiased evaluation of ranking metrics reveals consistent performance in science and technology citation data0
Deep Learning for MIR Tutorial0
Modeling Product Search Relevance in e-Commerce0
Unifying Deep Local and Global Features for Image SearchCode1
Humpty Dumpty: Controlling Word Meanings via Corpus Poisoning0
Asymmetric Correlation Quantization Hashing for Cross-modal Retrieval0
Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual FeaturesCode1
On the Replicability of Combining Word Embeddings and Retrieval Models0
CURE Dataset: Ladder Networks for Audio Event Classification0
Embedding Compression with Isotropic Iterative Quantization0
MHSAN: Multi-Head Self-Attention Network for Visual Semantic EmbeddingCode0
Linking Social Media Posts to News with Siamese TransformersCode0
Machine Learning Approaches for Amharic Parts-of-speech Tagging0
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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