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 26012650 of 14297 papers

TitleStatusHype
BachGAN: High-Resolution Image Synthesis from Salient Object LayoutCode1
Grounded Situation RecognitionCode1
Two-stage Discriminative Re-ranking for Large-scale Landmark RetrievalCode1
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual GeneralizationCode1
Geometrically Mappable Image FeaturesCode1
GFTE: Graph-based Financial Table ExtractionCode1
Overview of the TREC 2019 deep learning trackCode1
A Rotation-Invariant Framework for Deep Point Cloud AnalysisCode1
DeepEMD: Differentiable Earth Mover's Distance for Few-Shot LearningCode1
Intensity Scan Context: Coding Intensity and Geometry Relations for Loop Closure DetectionCode1
Keyword-Attentive Deep Semantic MatchingCode1
Quantifying Musical Style: Ranking Symbolic Music based on Similarity to a StyleCode1
A Strong Baseline for Fashion Retrieval with Person Re-Identification ModelsCode1
IMRAM: Iterative Matching with Recurrent Attention Memory for Cross-Modal Image-Text RetrievalCode1
Probability Weighted Compact Feature for Domain Adaptive RetrievalCode1
Optimizing Revenue while showing Relevant Assortments at ScaleCode1
Fast and Accurate Retrieval of Methane Concentration from Imaging Spectrometer Data Using Sparsity PriorCode1
Embedding Expansion: Augmentation in Embedding Space for Deep Metric LearningCode1
Fine-grained Video-Text Retrieval with Hierarchical Graph ReasoningCode1
Auto-Encoding Twin-Bottleneck HashingCode1
Generalized Product Quantization Network for Semi-supervised Image RetrievalCode1
PointAugment: an Auto-Augmentation Framework for Point Cloud ClassificationCode1
Circle Loss: A Unified Perspective of Pair Similarity OptimizationCode1
Sketchformer: Transformer-based Representation for Sketched StructureCode1
Sketch Less for More: On-the-Fly Fine-Grained Sketch Based Image RetrievalCode1
Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging ProblemsCode1
Contextual Lensing of Universal Sentence RepresentationsCode1
Serial Speakers: a Dataset of TV SeriesCode1
Recognizing Families In the Wild: White Paper for the 4th Edition Data ChallengeCode1
TwinBERT: Distilling Knowledge to Twin-Structured BERT Models for Efficient RetrievalCode1
AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning of Deep NetworksCode1
REALM: Retrieval-Augmented Language Model Pre-TrainingCode1
Discovering Mathematical Objects of Interest -- A Study of Mathematical NotationsCode1
Dynamic Knowledge Routing Network For Target-Guided Open-Domain ConversationCode1
Deep Self-Supervised Representation Learning for Free-Hand SketchCode1
Symmetrical Synthesis for Deep Metric LearningCode1
Selective Weak Supervision for Neural Information RetrievalCode1
TVR: A Large-Scale Dataset for Video-Subtitle Moment RetrievalCode1
SOLAR: Second-Order Loss and Attention for Image RetrievalCode1
Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural NetworkCode1
Unifying Deep Local and Global Features for Image SearchCode1
Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual FeaturesCode1
Weakly Supervised Visual Semantic ParsingCode1
Two-Level Transformer and Auxiliary Coherence Modeling for Improved Text SegmentationCode1
Video Cloze Procedure for Self-Supervised Spatio-Temporal LearningCode1
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual GeneralisationCode1
Cross-Batch Memory for Embedding LearningCode1
End-to-End Learning of Visual Representations from Uncurated Instructional VideosCode1
Optimizing Rank-based Metrics with Blackbox DifferentiationCode1
Multimedia Retrieval Through Unsupervised Hypergraph-Based Manifold RankingCode1
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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