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 58515900 of 14297 papers

TitleStatusHype
AI Assistants for Spaceflight Procedures: Combining Generative Pre-Trained Transformer and Retrieval-Augmented Generation on Knowledge Graphs With Augmented Reality Cues0
Codebook based Audio Feature Representation for Music Information Retrieval0
A Semi-Supervised BERT Approach for Arabic Named Entity Recognition0
Image retrieval with hierarchical matching pursuit0
Image Retrieval with Intra-Sweep Representation Learning for Neck Ultrasound Scanning Guidance0
FACT: Examining the Effectiveness of Iterative Context Rewriting for Multi-fact Retrieval0
Grounding Physical Object and Event Concepts Through Dynamic Visual Reasoning0
Group Generalized Mean Pooling for Vision Transformer0
Group Invariant Deep Representations for Image Instance Retrieval0
A tool suite for creating question answering benchmarks0
Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation0
Optimal Projected Variance Group-Sparse Block PCA0
A Semantic Matching Energy Function for Learning with Multi-relational Data0
I3: Intent-Introspective Retrieval Conditioned on Instructions0
Control Search Rankings, Control the World: What is a Good Search Engine?0
GS-CLIP: Gaussian Splatting for Contrastive Language-Image-3D Pretraining from Real-World Data0
GS-Pose: Generalizable Segmentation-based 6D Object Pose Estimation with 3D Gaussian Splatting0
Control Token with Dense Passage Retrieval0
Conv-CoA: Improving Open-domain Question Answering in Large Language Models via Conversational Chain-of-Action0
Guided Transformer: Leveraging Multiple External Sources for Representation Learning in Conversational Search0
Facilitating the Manual Annotation of Sounds When Using Large Taxonomies0
Facial Surface Analysis using Iso-Geodesic Curves in Three Dimensional Face Recognition System0
Guiding Interaction Behaviors for Multi-modal Grounded Language Learning0
Guiding Neural Machine Translation with Retrieved Translation Pieces0
Acquisition, Representation and Usage of Conceptual Hierarchies0
Facial Electromyography-based Adaptive Virtual Reality Gaming for Cognitive Training0
GUMsley: Evaluating Entity Salience in Summarization for 12 English Genres0
Face Video Retrieval With Image Query via Hashing Across Euclidean Space and Riemannian Manifold0
A Semantic Indexing Structure for Image Retrieval0
CoCo-BERT: Improving Video-Language Pre-training with Contrastive Cross-modal Matching and Denoising0
Faceted Ranking of Egos in Collaborative Tagging Systems0
Habit Coach: Customising RAG-based chatbots to support behavior change0
AiAds: Automated and Intelligent Advertising System for Sponsored Search0
Hadamard Codebook Based Deep Hashing0
KnowPO: Knowledge-aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models0
Image Retrieval with Fisher Vectors of Binary Features0
Image Retrieval with Mixed Initiative and Multimodal Feedback0
Faceted classification: management and use0
Face Synthesis (FASY) System for Generation of a Face Image from Human Description0
COCOA: CBT-based Conversational Counseling Agent using Memory Specialized in Cognitive Distortions and Dynamic Prompt0
Conversational Recommendation as Retrieval: A Simple, Strong Baseline0
Face Synthesis (FASY) System for Determining the Characteristics of a Face Image0
Hamming Distance Metric Learning0
Hamming Sentence Embeddings for Information Retrieval0
Face Retrieval using Frequency Decoded Local Descriptor0
Handwriting Recognition in Low-resource Scripts using Adversarial Learning0
Handwriting Trajectory Recovery using End-to-End Deep Encoder-Decoder Network0
Handwritten Amharic Character Recognition System Using Convolutional Neural Networks0
A Semantic Enhanced Model for effective Spatial Information Retrieval0
Face Recognition in the age of CLIP & Billion image datasets0
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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