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 75017550 of 14297 papers

TitleStatusHype
The 6th AI City ChallengeCode1
Mining Root Cause Knowledge from Cloud Service Incident Investigations for AIOps0
Human Preferences as Dueling BanditsCode0
Working memory inspired hierarchical video decomposition with transformative representationsCode0
Remote Sensing Cross-Modal Text-Image Retrieval Based on Global and Local InformationCode1
Exploring a Fine-Grained Multiscale Method for Cross-Modal Remote Sensing Image RetrievalCode2
Using consumer feedback from location-based services in PoI recommender systems for people with autism0
Robust Phase Retrieval via Reverse Kullback-Leibler Divergence0
Video Moment Retrieval from Text Queries via Single Frame AnnotationCode1
Uncertainty-based Cross-Modal Retrieval with Probabilistic Representations0
Is Non-IID Data a Threat in Federated Online Learning to Rank?Code0
Synthetic Target Domain Supervision for Open Retrieval QA0
Generative or Contrastive? Phrase Reconstruction for Better Sentence Representation Learning0
A Survey of Video-based Action Quality Assessment0
fairDMS: Rapid Model Training by Data and Model ReuseCode0
A Corpus for Understanding and Generating Moral StoriesCode1
Multi-Auxiliary Augmented Collaborative Variational Auto-encoder for Tag Recommendation0
Profiling and Evolution of Intellectual Property0
Transformer Decoders with MultiModal Regularization for Cross-Modal Food RetrievalCode1
Detecting Text Formality: A Study of Text Classification ApproachesCode0
Cross-Lingual Phrase RetrievalCode0
Multi-hop Question Answering0
Retrieval Enhanced Data Augmentation for Question Answering on Privacy Policies0
Unsupervised Contrastive Hashing for Cross-Modal Retrieval in Remote Sensing0
Where Was COVID-19 First Discovered? Designing a Question-Answering System for Pandemic Situations0
Less than Few: Self-Shot Video Instance Segmentation0
CgAT: Center-Guided Adversarial Training for Deep Hashing-Based RetrievalCode1
PR-DAD: Phase Retrieval Using Deep Auto-DecodersCode0
Learning Similarity Preserving Binary Codes for Recommender Systems0
TABi: Type-Aware Bi-Encoders for Open-Domain Entity RetrievalCode1
Modality-Balanced Embedding for Video Retrieval0
Multiple-environment Self-adaptive Network for Aerial-view Geo-localizationCode1
GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Dense Passage Retrieval0
Factual Error Correction for Abstractive Summaries Using Entity Retrieval0
OMG: Observe Multiple Granularities for Natural Language-Based Vehicle RetrievalCode0
Addressing Leakage in Self-Supervised Contextualized Code Retrieval0
A Data-Driven Methodology for Considering Feasibility and Pairwise Likelihood in Deep Learning Based Guitar Tablature Transcription SystemsCode1
Unsupervised Cross-Task Generalization via Retrieval AugmentationCode1
A Survey on Efficient Processing of Similarity Queries over Neural Embeddings0
MUGEN: A Playground for Video-Audio-Text Multimodal Understanding and GENerationCode1
nigam@COLIEE-22: Legal Case Retrieval and Entailment using Cascading of Lexical and Semantic-based modelsCode0
DialAug: Mixing up Dialogue Contexts in Contrastive Learning for Robust Conversational Modeling0
Improving Passage Retrieval with Zero-Shot Question GenerationCode1
Stretching Sentence-pair NLI Models to Reason over Long Documents and ClustersCode0
COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval0
Brainish: Formalizing A Multimodal Language for Intelligence and Consciousness0
XLMRQA: Open-Domain Question Answering on Vietnamese Wikipedia-based Textual Knowledge Source0
Digital Pre-Distorted One-Step Phase Retrieval Algorithm for Real-Time Hologram Generation for Holographic Displays0
Composite Code Sparse Autoencoders for first stage retrieval0
Exploring Dual Encoder Architectures for Question AnsweringCode1
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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