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 68016850 of 14297 papers

TitleStatusHype
SEMICON: A Learning-to-hash Solution for Large-scale Fine-grained Image RetrievalCode0
TVLT: Textless Vision-Language TransformerCode1
Learning Deep Representations via Contrastive Learning for Instance Retrieval0
Multilingual Search with Subword TF-IDFCode2
The Chamber Ensemble Generator: Limitless High-Quality MIR Data via Generative ModelingCode1
WikiDes: A Wikipedia-Based Dataset for Generating Short Descriptions from ParagraphsCode1
mRobust04: A Multilingual Version of the TREC Robust 2004 Benchmark0
Task-dependent fractal patterns of information processing in working memory0
DAMO-NLP at NLPCC-2022 Task 2: Knowledge Enhanced Robust NER for Speech Entity Linking0
Retrieval Based Time Series Forecasting0
PROD: Progressive Distillation for Dense Retrieval0
Regularized Contrastive Learning of Semantic Search0
Text-Adaptive Multiple Visual Prototype Matching for Video-Text Retrieval0
FreeSeg: Free Mask from Interpretable Contrastive Language-Image Pretraining for Semantic Segmentation0
Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List StabilityCode0
Learning-Based Dimensionality Reduction for Computing Compact and Effective Local Feature DescriptorsCode1
On the Impact of Speech Recognition Errors in Passage Retrieval for Spoken Question AnsweringCode0
Legal Case Document Similarity: You Need Both Network and TextCode0
Information-Theoretic Hashing for Zero-Shot Cross-Modal Retrieval0
Deep Manifold Hashing: A Divide-and-Conquer Approach for Semi-Paired Unsupervised Cross-Modal Retrieval0
Personalized Saliency in Task-Oriented Semantic Communications: Image Transmission and Performance AnalysisCode0
Efficient Long Sequential User Data Modeling for Click-Through Rate Prediction0
Variational Open-Domain Question AnsweringCode1
Multi-Granularity Graph Pooling for Video-based Person Re-Identification0
Query-based Hard-Image Retrieval for Object Detection at Test TimeCode1
Unsupervised Hashing with Semantic Concept MiningCode0
Multi-Modal Cross-Domain Alignment Network for Video Moment Retrieval0
Promptagator: Few-shot Dense Retrieval From 8 Examples0
Marine Video Kit: A New Marine Video Dataset for Content-based Analysis and RetrievalCode1
Pose-Aided Video-based Person Re-Identification via Recurrent Graph Convolutional Network0
The SpeakIn System Description for CNSRC20220
Compressing Sign Information in DCT-based Image Coding via Deep Sign RetrievalCode0
Learning Hierarchical Metrical Structure Beyond MeasuresCode1
Language-based Audio Retrieval Task in DCASE 2022 Challenge0
Towards 3D VR-Sketch to 3D Shape RetrievalCode1
Semi-automatic Data Annotation System for Multi-Target Multi-Camera Vehicle Tracking0
Target-Guided Open-Domain Conversation PlanningCode0
Fine-Grained VR Sketching: Dataset and InsightsCode1
Learning Decoupled Retrieval Representation for Nearest Neighbour Neural Machine Translation0
Scaling and compressing melodies using geometric similarity measures0
Deep Metric Learning with Chance ConstraintsCode0
Tree-based Text-Vision BERT for Video Search in Baidu Video Advertising0
Structure-Aware 3D VR Sketch to 3D Shape RetrievalCode0
MetaDIP: Accelerating Deep Image Prior with Meta Learning0
An Empathetic AI Coach for Self-Attachment TherapyCode0
Interactions in Information Spread0
NELLIE: A Neuro-Symbolic Inference Engine for Grounded, Compositional, and Explainable Reasoning0
LAVIS: A Library for Language-Vision Intelligence0
Accuracy of the Uzbek stop words detection: a case study on "School corpus"0
OmniVL:One Foundation Model for Image-Language and Video-Language Tasks0
Show:102550
← PrevPage 137 of 286Next →

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