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 95519600 of 14297 papers

TitleStatusHype
Unfolded Algorithms for Deep Phase Retrieval0
Image Translation via Fine-grained Knowledge TransferCode1
Cross-domain Retrieval in the Legal and Patent Domains: a Reproducibility StudyCode1
A Graph Reasoning Network for Multi-turn Response Selection via Customized Pre-training0
Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild with Pose AnnotationsCode2
State Estimation of Power Flows for Smart Grids via Belief Propagation0
Semi-Global Shape-aware Network0
Robust Phase Retrieval with Green Noise Binary Masks0
Clique: Spatiotemporal Object Re-identification at the City Scale0
A White Box Analysis of ColBERT0
Adaptive Multi-Agent E-Learning Recommender Systems0
Literature Retrieval for Precision Medicine with Neural Matching and Faceted SummarizationCode0
Ultra-Fast, Low-Storage, Highly Effective Coarse-grained Selection in Retrieval-based Chatbot by Using Deep Semantic HashingCode0
Query expansion with artificially generated texts0
Checking Fact Worthiness using Sentence Embeddings0
Multilingual Evidence Retrieval and Fact Verification to Combat Global Disinformation: The Power of PolyglotismCode0
Information retrieval system for silte language using BM25 weighting0
Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global InferenceCode1
Distant-Supervised Slot-Filling for E-Commerce Queries0
FMODetect: Robust Detection of Fast Moving ObjectsCode1
A Response Retrieval Approach for Dialogue Using a Multi-Attentive TransformerCode0
Keyword-Guided Neural Conversational ModelCode1
Weakly Supervised Label SmoothingCode1
PyPhase -- a Python package for X-ray phase imaging0
Understanding Image Retrieval Re-Ranking: A Graph Neural Network PerspectiveCode1
Phase Retrieval with Holography and Untrained Priors: Tackling the Challenges of Low-Photon Nanoscale ImagingCode0
Audio Captioning using Pre-Trained Large-Scale Language Model Guided by Audio-based Similar Caption Retrieval0
Building Cross-Sectional Systematic Strategies By Learning to Rank0
GAN-based Recommendation with Positive-Unlabeled Sampling0
Market2Dish: Health-aware Food RecommendationCode0
KOSMOS: Knowledge-graph Oriented Social media and Mainstream media Overview System0
Writer Identification and Writer Retrieval Based on NetVLAD with Re-ranking0
LayoutGMN: Neural Graph Matching for Structural Layout SimilarityCode1
Making Cross-Domain Recommendations by Associating Disjoint Users and Items Through the Affective Aware Pseudo Association Method0
Tensor Composition Net for Visual Relationship Prediction0
Enhancing Human Pose Estimation in Ancient Vase Paintings via Perceptually-grounded Style Transfer LearningCode0
Auto-MVCNN: Neural Architecture Search for Multi-view 3D Shape Recognition0
An Integrated Search Framework for Leveraging the Knowledge-Based Web Ecosystem0
BioMedBERT: A Pre-trained Biomedical Language Model for QA and IR0
Multiscale Phase RetrievalCode0
Cloud detection machine learning algorithms for PROBA-V0
Transfer Learning with Convolutional Networks for Atmospheric Parameter Retrieval0
Spatial noise-aware temperature retrieval from infrared sounder data0
Disentangling Derivatives, Uncertainty and Error in Gaussian Process ModelsCode1
EvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet AllocationCode0
Distilling Knowledge from Reader to Retriever for Question AnsweringCode1
A Topological Method for Comparing Document Semantics0
Globetrotter: Connecting Languages by Connecting ImagesCode1
Retrieval of Case 2 Water Quality Parameters with Machine LearningCode0
Rotation-Invariant Autoencoders for Signals on Spheres0
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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