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

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Showing 8101–8150 of 14297 papers

TitleStatusHype
DKPLM: Decomposable Knowledge-enhanced Pre-trained Language Model for Natural Language Understanding—0
Unsupervised Law Article Mining based on Deep Pre-Trained Language Representation Models with Application to the Italian Civil Code—0
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late InteractionCode2
InsCLR: Improving Instance Retrieval with Self-SupervisionCode1
Video-Text Pre-training with Learned RegionsCode1
CloudWalker: Random walks for 3D point cloud shape analysisCode0
Multitask Learning based Deep Learning Model for Music Artist and Language Recognition—0
Comparative Analysis of Melodia and Time-Domain Adaptive Filtering based Model for Melody Extraction from Polyphonic Music—0
DialogActs based Search and Retrieval for Response Generation in Conversation Systems—0
A Method to Disambiguate a Word by Using Restricted Boltzmann Machine—0
Multi-Turn Target-Guided Topic Prediction with Monte Carlo Tree Search—0
Ranking Distance Calibration for Cross-Domain Few-Shot Learning—0
Object-aware Video-language Pre-training for RetrievalCode1
Learning with Noisy Correspondence for Cross-modal MatchingCode1
Optimal Algorithms for Stochastic Contextual Preference Bandits—0
Re-ranking for image retrieval and transductive few-shot classification—0
Detecting Moments and Highlights in Videos via Natural Language QueriesCode1
TriBERT: Human-centric Audio-visual Representation LearningCode1
Joint Modeling of Visual Objects and Relations for Scene Graph Generation—0
Hypergraph Propagation and Community Selection for Objects RetrievalCode1
Generalizable Multi-linear Attention Network—0
A^2-Net: Learning Attribute-Aware Hash Codes for Large-Scale Fine-Grained Image RetrievalCode0
Slow Learning and Fast Inference: Efficient Graph Similarity Computation via Knowledge DistillationCode1
Noisy Adaptation Generates Lévy Flights in Attractor Neural Networks—0
Encoding Spatial Distribution of Convolutional Features for Texture RepresentationCode1
Efficient Training of Retrieval Models using Negative CacheCode0
Bilingual Topic Models for Comparable Corpora—0
SpaceEdit: Learning a Unified Editing Space for Open-Domain Image Editing—0
Forgetting leads to chaos in attractor networks—0
Voint Cloud: Multi-View Point Cloud Representation for 3D UnderstandingCode1
AssistSR: Task-oriented Video Segment Retrieval for Personal AI AssistantCode1
Easy Semantification of Bioassays—0
Learning Context-Aware Embedding for Person Search—0
PGGANet: Pose Guided Graph Attention Network for Person Re-identification—0
Harmonic Retrieval with L_1-Tucker Tensor Decomposition—0
Gram Barcodes for Histopathology Tissue Texture RetrievalCode0
FashionSearchNet-v2: Learning Attribute Representations with Localization for Image Retrieval with Attribute Manipulation—0
Interpreting Dense Retrieval as Mixture of Topics—0
Pre-training Methods in Information Retrieval—0
Video Content Classification using Deep LearningCode1
Predicting Document Coverage for Relation Extraction—0
An Optimal Algorithm for Finding Champions in Tournament GraphsCode1
Blaschke Product Neural Networks (BPNN): A Physics-Infused Neural Network for Phase Retrieval of Meromorphic Functions—0
Streamlining Evaluation with ir-measuresCode1
Emotion Embedding Spaces for Matching Music to StoriesCode1
Country-wide Retrieval of Forest Structure From Optical and SAR Satellite Imagery With Deep Ensembles—0
GPR1200: A Benchmark for General-Purpose Content-Based Image RetrievalCode1
Evaluating the Robustness of Retrieval Pipelines with Query Variation GeneratorsCode1
ACNet: Approaching-and-Centralizing Network for Zero-Shot Sketch-Based Image Retrieval—0
Generating More Pertinent Captions by Leveraging Semantics and Style on Multi-Source Datasets—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified