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 99019950 of 14297 papers

TitleStatusHype
DROPS: Deep Retrieval of Physiological Signals via Attribute-specific Clinical Prototypes0
Multi-modal Self-Supervision from Generalized Data Transformations0
A Novel Ridge Detector for Nonstationary Multicomponent Signals: Development and Application to Robust Mode RetrievalCode1
Texture Memory-Augmented Deep Patch-Based Image InpaintingCode3
SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching RetrievalCode1
Video Face Recognition System: RetinaFace-mnet-faster and Secondary SearchCode0
Answering Complex Open-Domain Questions with Multi-Hop Dense RetrievalCode1
Semi-Supervised Learning for In-Game Expert-Level Music-to-Dance Translation0
Topic-Aware Multi-turn Dialogue ModelingCode1
I Like to Move It: 6D Pose Estimation as an Action Decision Process0
Towards a Natural Language Query Processing System0
PerKey: A Persian News Corpus for Keyphrase Extraction and Generation0
Persian Keyphrase Generation Using Sequence-to-Sequence ModelsCode1
A BFS-Tree of Ranking References for Unsupervised Manifold LearningCode1
A Comparative Study of Feature Types for Age-Based Text ClassificationCode0
Leveraging Local and Global Descriptors in Parallel to Search Correspondences for Visual Localization0
Embedding-based Zero-shot Retrieval through Query GenerationCode1
Frame-wise Cross-modal Matching for Video Moment RetrievalCode1
Using the Hammer Only on Nails: A Hybrid Method for Evidence Retrieval for Question Answering0
Claraprint: a chord and melody based fingerprint for western classical music cover detectionCode0
Multi-Modal Reasoning Graph for Scene-Text Based Fine-Grained Image Classification and RetrievalCode1
3D-FUTURE: 3D Furniture shape with TextURE0
Towards application-specific query processing systemsCode0
TRECVID 2019: An Evaluation Campaign to Benchmark Video Activity Detection, Video Captioning and Matching, and Video Search & Retrieval0
Joint ptycho-tomography with deep generative priorsCode1
Longformer for MS MARCO Document Re-ranking TaskCode1
Learning a Lie Algebra from Unlabeled Data Pairs0
City-Scale Visual Place Recognition with Deep Local Features Based on Multi-Scale Ordered VLAD PoolingCode0
Can You Spot the Chameleon? Adversarially Camouflaging Images from Co-Salient Object DetectionCode1
Tradeoffs in Sentence Selection Techniques for Open-Domain Question Answering0
The Capacity of Multi-user Private Information Retrieval for Computationally Limited Databases0
Reinforcement Learning for Weakly Supervised Temporal Grounding of Natural Language in Untrimmed Videos0
Focused Clinical Query Understanding and Retrieval of Medical Snippets powered through a Healthcare Knowledge Graph0
Image Retrieval for Structure-from-Motion via Graph Convolutional Network0
Generation-Augmented Retrieval for Open-domain Question AnsweringCode1
Deep Momentum Uncertainty Hashing0
S2SD: Simultaneous Similarity-based Self-Distillation for Deep Metric LearningCode1
Weakly-Supervised Online Hashing0
Answering Any-hop Open-domain Questions with Iterative Document Reranking0
Domain-invariant Similarity Activation Map Contrastive Learning for Retrieval-based Long-term Visual LocalizationCode1
Multilingual Music Genre Embeddings for Effective Cross-Lingual Music Item AnnotationCode1
Partial Bandit and Semi-Bandit: Making the Most Out of Scarce Users' Feedback0
Simplified TinyBERT: Knowledge Distillation for Document RetrievalCode1
X-ray Multimodal Intrinsic-Speckle-Tracking0
Multimodal Joint Attribute Prediction and Value Extraction for E-commerce ProductCode1
Current Limitations of Language Models: What You Need is RetrievalCode0
Event Presence Prediction Helps Trigger Detection Across Languages0
BERT-QE: Contextualized Query Expansion for Document Re-rankingCode1
Filling the Gap of Utterance-aware and Speaker-aware Representation for Multi-turn DialogueCode1
Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues0
Show:102550
← PrevPage 199 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