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 12101–12150 of 14297 papers

TitleStatusHype
Soft Seeded SSL Graphs for Unsupervised Semantic Similarity-based Retrieval—0
Polynomial Regression Network for Variable-Number Lane Detection—0
Solving 3D Radar Imaging Inverse Problems with a Multi-cognition Task-oriented Framework—0
Solving Almost all Systems of Random Quadratic Equations—0
Solving Fourier ptychographic imaging problems via neural network modeling and TensorFlow—0
Solving Inverse Problems using Diffusion with Fast Iterative Renoising—0
Solving Large-scale Systems of Random Quadratic Equations via Stochastic Truncated Amplitude Flow—0
Solving Mixed-Modal Jigsaw Puzzle for Fine-Grained Sketch-Based Image Retrieval—0
VLAB: Enhancing Video Language Pre-training by Feature Adapting and Blending—0
On the Contributions of Visual and Textual Supervision in Low-Resource Semantic Speech Retrieval—0
On Application of Learning to Rank for E-Commerce Search—0
VL-BEiT: Generative Vision-Language Pretraining—0
PolyIPA -- Multilingual Phoneme-to-Grapheme Conversion Model—0
VLDeformer: Vision-Language Decomposed Transformer for Fast Cross-Modal Retrieval—0
On the Complexity of Inner Product Similarity Join—0
Sound and Visual Representation Learning with Multiple Pretraining Tasks—0
Sound Source Localization is All about Cross-Modal Alignment—0
Sound-Word2Vec: Learning Word Representations Grounded in Sounds—0
SpaceEdit: Learning a Unified Editing Space for Open-Domain Image Editing—0
SpaceEdit: Learning a Unified Editing Space for Open-Domain Image Color Editing—0
VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks—0
POLYGLOT-NER: Massive Multilingual Named Entity Recognition—0
Political Events using RAG with LLMs—0
Political and Economic Patterns in COVID-19 News: From Lockdown to Vaccination—0
SPAGHETTI: Open-Domain Question Answering from Heterogeneous Data Sources with Retrieval and Semantic Parsing—0
Span-Aggregatable, Contextualized Word Embeddings for Effective Phrase Mining—0
Policy-Gradient Training of Language Models for Ranking—0
Spark: A System for Scientifically Creative Idea Generation—0
SparkRA: A Retrieval-Augmented Knowledge Service System Based on Spark Large Language Model—0
Polarimetric phase retrieval: uniqueness and algorithms—0
VLMAE: Vision-Language Masked Autoencoder—0
Sparse Attention with Learning to Hash—0
SparseCL: Sparse Contrastive Learning for Contradiction Retrieval—0
Sparse Coding with Earth Mover's Distance for Multi-Instance Histogram Representation—0
Sparse Composite Quantization—0
VL-Match: Enhancing Vision-Language Pretraining with Token-Level and Instance-Level Matching—0
VLM-Eval: A General Evaluation on Video Large Language Models—0
Sparse Meets Dense: A Hybrid Approach to Enhance Scientific Document Retrieval—0
Sparse Meets Dense: Unified Generative Recommendations with Cascaded Sparse-Dense Representations—0
On the Capacity of Quantum Private Information Retrieval from MDS-Coded and Colluding Servers—0
Sparse phase retrieval via group-sparse optimization—0
Sparse Phase Retrieval via Sparse PCA Despite Model Misspecification: A Simplified and Extended Analysis—0
Sparse Projections for High-Dimensional Binary Codes—0
Sparse Signal Subspace Decomposition Based on Adaptive Over-complete Dictionary—0
VLM: Task-agnostic Video-Language Model Pre-training for Video Understanding—0
Sparsey: Event Recognition via Deep Hierarchical Spare Distributed Codes—0
Sparsifying Sparse Representations for Passage Retrieval by Top-k Masking—0
Sparsity assisted solution to the twin image problem in phase retrieval—0
Convolutional Sparse Kernel Network for Unsupervised Medical Image Analysis—0
Polar Ducks and Where to Find Them: Enhancing Entity Linking with Duck Typing and Polar Box Embeddings—0
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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