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 71017150 of 14297 papers

TitleStatusHype
L2RSI: Cross-view LiDAR-based Place Recognition for Large-scale Urban Scenes via Remote Sensing Imagery0
Lab-AI: Using Retrieval Augmentation to Enhance Language Models for Personalized Lab Test Interpretation in Clinical Medicine0
A Graph-guided Multi-round Retrieval Method for Conversational Open-domain Question Answering0
Exoplanet Cartography using Convolutional Neural Networks0
Label Embedding using Hierarchical Structure of Labels for Twitter Classification0
Labeling of Query Words using Conditional Random Field0
Label Prediction Framework for Semi-Supervised Cross-Modal Retrieval0
Exhaustive and Efficient Constraint Propagation: A Semi-Supervised Learning Perspective and Its Applications0
Label Smoothing for Text Mining0
ExGes: Expressive Human Motion Retrieval and Modulation for Audio-Driven Gesture Synthesis0
Learning Program Representations for Food Images and Cooking Recipes0
LADER: Log-Augmented DEnse Retrieval for Biomedical Literature Search0
CLEAR: Cross-Transformers with Pre-trained Language Model is All you need for Person Attribute Recognition and Retrieval0
Exemplar SVMs as Visual Feature Encoders0
LaMDA: Language Models for Dialog Applications0
LaMP: Language-Motion Pretraining for Motion Generation, Retrieval, and Captioning0
Are We There Yet? A Decision Framework for Replacing Term Based Retrieval with Dense Retrieval Systems0
Exemplar Encoder-Decoder for Neural Conversation Generation0
Exemplar-Centered Supervised Shallow Parametric Data Embedding0
A Conversationalist Approach to Information Quality in Information Interaction and Retrieval0
LandmarkBoost: Efficient Visual Context Classifiers for Robust Localization0
Clean Image May be Dangerous: Data Poisoning Attacks Against Deep Hashing0
Language Agnostic Code Embeddings0
DeepRAG: Thinking to Retrieval Step by Step for Large Language Models0
Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT0
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