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 25012550 of 14297 papers

TitleStatusHype
A Comparison of Supervised Learning to Match Methods for Product SearchCode1
A Generic Visualization Approach for Convolutional Neural NetworksCode1
Dynamic Dual-Attentive Aggregation Learning for Visible-Infrared Person Re-IdentificationCode1
Consensus-Aware Visual-Semantic Embedding for Image-Text MatchingCode1
DH3D: Deep Hierarchical 3D Descriptors for Robust Large-Scale 6DoF RelocalizationCode1
Overview of CheckThat! 2020: Automatic Identification and Verification of Claims in Social MediaCode1
Are We There Yet? Evaluating State-of-the-Art Neural Network based Geoparsers Using EUPEG as a Benchmarking PlatformCode1
MosAIc: Finding Artistic Connections across Culture with Conditional Image RetrievalCode1
GLOW : Global Weighted Self-Attention Network for Web SearchCode1
Generalized Few-Shot Video Classification with Video Retrieval and Feature GenerationCode1
On Learning Semantic Representations for Million-Scale Free-Hand SketchesCode1
Language-agnostic BERT Sentence EmbeddingCode1
Leveraging Passage Retrieval with Generative Models for Open Domain Question AnsweringCode1
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text RetrievalCode1
Fused Text Recogniser and Deep Embeddings Improve Word Recognition and RetrievalCode1
Modality-Agnostic Attention Fusion for visual search with text feedbackCode1
Asymmetric metric learning for knowledge transferCode1
Learning Sparse Prototypes for Text GenerationCode1
Answering Questions on COVID-19 in Real-TimeCode1
RepBERT: Contextualized Text Embeddings for First-Stage RetrievalCode1
Pre-training via ParaphrasingCode1
Graph Optimal Transport for Cross-Domain AlignmentCode1
Multilingual Jointly Trained Acoustic and Written Word EmbeddingsCode1
Robot Object Retrieval with Contextual Natural Language QueriesCode1
Rescaling Egocentric VisionCode1
Video Playback Rate Perception for Self-supervisedSpatio-Temporal Representation LearningCode1
Embedding-based Retrieval in Facebook SearchCode1
Neural Topic Modeling with Continual Lifelong LearningCode1
Compositional Learning of Image-Text Query for Image RetrievalCode1
HyNet: Learning Local Descriptor with Hybrid Similarity Measure and Triplet LossCode1
AVLnet: Learning Audio-Visual Language Representations from Instructional VideosCode1
Real-time 3D Nanoscale Coherent Imaging via Physics-aware Deep LearningCode1
AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant WeightsCode1
Large-Scale Adversarial Training for Vision-and-Language Representation LearningCode1
Self-Supervised Relational Reasoning for Representation LearningCode1
Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social MediaCode1
Retrieval-Augmented Generation for Code Summarization via Hybrid GNNCode1
Neural Methods for Point-wise Dependency EstimationCode1
Few-Shot Generative Conversational Query RewritingCode1
Self-supervising Fine-grained Region Similarities for Large-scale Image LocalizationCode1
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual RepresentationsCode1
M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-trainingCode1
REL: An Entity Linker Standing on the Shoulders of GiantsCode1
Sketch Less for More: On-the-Fly Fine-Grained Sketch-Based Image RetrievalCode1
View-GCN: View-Based Graph Convolutional Network for 3D Shape AnalysisCode1
Evade Deep Image Retrieval by Stashing Private Images in the Hash SpaceCode1
Google Landmarks Dataset v2 - A Large-Scale Benchmark for Instance-Level Recognition and RetrievalCode1
Video Playback Rate Perception for Self-Supervised Spatio-Temporal Representation LearningCode1
Automatic Generation of Topic LabelsCode1
User Behavior Retrieval for Click-Through Rate PredictionCode1
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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