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 87018750 of 14297 papers

TitleStatusHype
Private Retrieval, Computing and Learning: Recent Progress and Future Challenges0
Product1M: Towards Weakly Supervised Instance-Level Product Retrieval via Cross-modal PretrainingCode1
Exploring Low-light Object Detection Techniques0
MTVR: Multilingual Moment Retrieval in VideosCode1
Bridging Gap between Image Pixels and Semantics via Supervision: A Survey0
Profile to Frontal Face Recognition in the Wild Using Coupled Conditional GAN0
The Cross-Lingual Arabic Information REtrieval (CLAIRE) System0
ExpertRank: A Multi-level Coarse-grained Expert-based Listwise Ranking Loss0
Domain-matched Pre-training Tasks for Dense Retrieval0
Goal-Oriented Script ConstructionCode0
Fast and Scalable Image Search For HistologyCode1
DISP6D: Disentangled Implicit Shape and Pose Learning for Scalable 6D Pose EstimationCode1
Red Dragon AI at TextGraphs 2021 Shared Task: Multi-Hop Inference Explanation Regeneration by Matching Expert Ratings0
Pointer Value Retrieval: A new benchmark for understanding the limits of neural network generalizationCode0
Feature Fusion Methods for Indexing and Retrieval of Biometric Data: Application to Face Recognition with Privacy Protection0
Enriching Local and Global Contexts for Temporal Action LocalizationCode1
HANet: Hierarchical Alignment Networks for Video-Text RetrievalCode1
One Question Answering Model for Many Languages with Cross-lingual Dense Passage RetrievalCode1
Boosting Video Captioning with Dynamic Loss Network0
Transcript to Video: Efficient Clip Sequencing from Texts0
Caveats for the use of Web of Science Core Collection in old literature retrieval and historical bibliometric analysis0
Medical Literature Mining and Retrieval in a Conversational Setting0
Multi-stage Pre-training over Simplified Multimodal Pre-training ModelsCode0
COfEE: A Comprehensive Ontology for Event Extraction from text0
Linked Data Triples Enhance Document Relevance ClassificationCode0
kNet: A Deep kNN Network To Handle Label Noise0
QVHighlights: Detecting Moments and Highlights in Videos via Natural Language QueriesCode1
WikiGraphs: A Wikipedia Text - Knowledge Graph Paired DatasetCode0
Sequence-to-Sequence Piano Transcription with TransformersCode1
Constructing Multi-Modal Dialogue Dataset by Replacing Text with Semantically Relevant ImagesCode1
Unsupervised Identification of Relevant Prior CasesCode0
Proactive Retrieval-based Chatbots based on Relevant Knowledge and GoalsCode1
A Discriminative Semantic Ranker for Question Retrieval0
Residual Attention Based Network for Automatic Classification of Phonation Modes0
Neural Search: Learning Query and Product Representations in Fashion E-commerce0
Deep Learning to Ternary Hash Codes by Continuation0
Controlled AutoEncoders to Generate Faces from Voices0
All the attention you need: Global-local, spatial-channel attention for image retrieval0
Align before Fuse: Vision and Language Representation Learning with Momentum DistillationCode1
More Robust Dense Retrieval with Contrastive Dual LearningCode1
Beyond Goldfish Memory: Long-Term Open-Domain Conversation0
Internet-Augmented Dialogue Generation0
Next-item Recommendations in Short Sessions0
Recommending best course of treatment based on similarities of prognostic markers0
Object Retrieval and Localization in Large Art Collections using Deep Multi-Style Feature Fusion and Iterative Voting0
The Benchmark Lottery0
Retrieve in Style: Unsupervised Facial Feature Transfer and RetrievalCode1
HAT: Hierarchical Aggregation Transformers for Person Re-identificationCode1
'CADSketchNet' -- An Annotated Sketch dataset for 3D CAD Model Retrieval with Deep Neural NetworksCode1
SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking0
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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