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 84518500 of 14297 papers

TitleStatusHype
SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented Generation0
Enhancing Automatic Term Extraction with Large Language Models via Syntactic Retrieval0
C-FedRAG: A Confidential Federated Retrieval-Augmented Generation System0
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models0
A Proposal for Intelligent Agents with Episodic Memory0
A Genetic Algorithm for Obtaining Memory Constrained Near-Perfect Hashing0
Multimodal music information processing and retrieval: survey and future challenges0
Enhancing Aspect Term Extraction with Soft Prototypes0
Enhancing Answer Attribution for Faithful Text Generation with Large Language Models0
A Proposal-based Approach for Activity Image-to-Video Retrieval0
Enhancing 2D Representation via Adjacent Views for 3D Shape Retrieval0
Enhancement of Power Equipment Management Using Knowledge Graph0
A Progressive Visual Analytics Tool for Incremental Experimental Evaluation0
Enhanced vectors for top-k document retrieval in Question Answering0
Precise phase retrieval for propagation-based images using discrete mathematics0
CEQE: Contextualized Embeddings for Query Expansion0
Enhanced Semantic Graph Based Approach With Sentiment Analysis For User Interest Retrieval From Social Sites0
Enhanced Retrieval of Long Documents: Leveraging Fine-Grained Block Representations with Large Language Models0
Centre Symmetric Quadruple Pattern: A Novel Descriptor for Facial Image Recognition and Retrieval0
3D Pose Estimation and 3D Model Retrieval for Objects in the Wild0
Multi-Modal Music Information Retrieval: Augmenting Audio-Analysis with Visual Computing for Improved Music Video Analysis0
Enhanced Multimodal Representation Learning with Cross-modal KD0
Enhanced Multimodal RAG-LLM for Accurate Visual Question Answering0
Central Similarity Multi-View Hashing for Multimedia Retrieval0
Enhanced Knowledge Injection for Radiology Report Generation0
Enhanced high dynamic range 3D shape measurement based on generalized phase-shifting algorithm0
A Probabilistic Translation Method for Dictionary-based Cross-lingual Information Retrieval in Agglutinative Languages0
A Generic Image Retrieval Method for Date Estimation of Historical Document Collections0
Enhanced document retrieval with topic embeddings0
Enhanced Cross-modal 3D Retrieval via Tri-modal Reconstruction0
Engram Memory Encoding and Retrieval: A Neurocomputational Perspective0
English Language Spelling Correction as an Information Retrieval Task Using Wikipedia Search Statistics0
Centrality-aware Product Retrieval and Ranking0
A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images0
A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications0
English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too0
Engineering RAG Systems for Real-World Applications: Design, Development, and Evaluation0
Engineering Conversational Search Systems: A Review of Applications, Architectures, and Functional Components0
cEnTam: Creation and Validation of a New English-Tamil Bilingual Corpus0
A Probabilistic Framework for Multimodal Retrieval using Integrative Indian Buffet Process0
Energy Confused Adversarial Metric Learning for Zero-Shot Image Retrieval and Clustering0
End-to-End User Behavior Retrieval in Click-Through RatePrediction Model0
CELESTIAL: Classification Enabled via Labelless Embeddings with Self-supervised Telescope Image Analysis Learning0
A Privacy-Preserving Image Retrieval Scheme with a Mixture of Plain and EtC Images0
Latent-INR: A Flexible Framework for Implicit Representations of Videos with Discriminative Semantics0
Multi-Modal Mutual Information Maximization: A Novel Approach for Unsupervised Deep Cross-Modal Hashing0
End-to-End Trainable Retrieval-Augmented Generation for Relation Extraction0
End-to-End Table Question Answering via Retrieval-Augmented Generation0
A Privacy-Preserving Image Retrieval Scheme Using A Codebook Generated From Independent Plain-Image Dataset0
End-to-End Retrieval with Learned Dense and Sparse Representations Using Lucene0
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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