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 8751–8775 of 14297 papers

TitleStatusHype
Asking Clarifying Questions Based on Negative Feedback in Conversational Search—0
Codified audio language modeling learns useful representations for music information retrievalCode1
On the Evaluation of Commit Message Generation Models: An Experimental StudyCode1
Dynamic Modality Interaction Modeling for Image-Text RetrievalCode1
MetaP: Meta Pattern Learning for One-Shot Knowledge Graph CompletionCode1
Similarity Guided Deep Face Image Retrieval—0
Deep Image Synthesis from Intuitive User Input: A Review and Perspectives—0
Joint Models for Answer Verification in Question Answering Systems—0
Ill-posed Surface Emissivity Retrieval from Multi-Geometry Hyperspectral Images using a Hybrid Deep Neural Network—0
Use of Affective Visual Information for Summarization of Human-Centric Videos—0
Video 3D Sampling for Self-supervised Representation Learning—0
Deep Learning Based Image Retrieval in the JPEG Compressed Domain—0
Case-based Similar Image Retrieval for Weakly Annotated Large Histopathological Images of Malignant Lymphoma Using Deep Metric Learning—0
Partial 3D Object Retrieval using Local Binary QUICCI Descriptors and Dissimilarity Tree IndexingCode0
Graphing else matters: exploiting aspect opinions and ratings in explainable graph-based recommendations—0
Rating and aspect-based opinion graph embeddings for explainable recommendations—0
ROPUST: Improving Robustness through Fine-tuning with Photonic Processors and Synthetic Gradients—0
PhotoChat: A Human-Human Dialogue Dataset with Photo Sharing Behavior for Joint Image-Text Modeling—0
STDP-based Associative Memory Formation and Retrieval—0
VidLanKD: Improving Language Understanding via Video-Distilled Knowledge TransferCode1
Evaluation of Audio-Visual Alignments in Visually Grounded Speech ModelsCode0
A Review-based Taxonomy for Secure Health Care Monitoring: Wireless Smart Cameras—0
Parts2Words: Learning Joint Embedding of Point Clouds and Texts by Bidirectional Matching between Parts and WordsCode1
Graph Convolution for Re-ranking in Person Re-identificationCode1
MixStyle Neural Networks for Domain Generalization and Adaptation—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