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 7101–7150 of 14297 papers

TitleStatusHype
Topic-Grained Text Representation-based Model for Document Retrieval—0
Classification and Generation of real-world data with an Associative Memory Model—0
A clinically motivated self-supervised approach for content-based image retrieval of CT liver imagesCode1
SHREC'22 Track: Sketch-Based 3D Shape Retrieval in the Wild—0
Intra-Modal Constraint Loss For Image-Text RetrievalCode0
Adaptive Fine-Grained Predicates Learning for Scene Graph Generation—0
LaT: Latent Translation with Cycle-Consistency for Video-Text Retrieval—0
A Late Fusion Framework with Multiple Optimization Methods for Media Interestingness—0
Randomized Kaczmarz Method for Single Particle X-ray Image Phase Retrieval—0
Sparse Pairwise Re-ranking with Pre-trained TransformersCode0
Towards Proper Contrastive Self-supervised Learning Strategies For Music Audio RepresentationCode1
Explainable Legal Case Matching via Inverse Optimal Transport-based Rationale ExtractionCode1
BOSS: Bottom-up Cross-modal Semantic Composition with Hybrid Counterfactual Training for Robust Content-based Image Retrieval—0
An Efficiency Study for SPLADE Models—0
An Approach to Ensure Fairness in News ArticlesCode1
Video Dialog as Conversation about Objects Living in Space-TimeCode1
Automated Audio Captioning and Language-Based Audio RetrievalCode0
OmniTab: Pretraining with Natural and Synthetic Data for Few-shot Table-based Question AnsweringCode1
GEMS: Scene Expansion using Generative Models of Graphs—0
On the Metric Properties of IR Evaluation Measures Based on Ranking Axioms—0
Star Product PIR Schemes with Colluding Servers over Small Fields—0
Batch Evaluation Metrics in Information Retrieval: Measures, Scales, and Meaning—0
Multi-Label Learning to Rank through Multi-Objective Optimization—0
Multi-Task Retrieval-Augmented Text Generation with Relevance Sampling—0
Learning Music-Dance Representations through Explicit-Implicit Rhythm Synchronization—0
SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval—0
Semi-supervised Human Pose Estimation in Art-historical ImagesCode0
Orthogonal Matrix Retrieval with Spatial Consensus for 3D Unknown-View TomographyCode0
Ask Me What You Need: Product Retrieval using Knowledge from GPT-3—0
SphereVLAD++: Attention-based and Signal-enhanced Viewpoint Invariant Descriptor—0
Integrating multi-label contrastive learning with dual adversarial graph neural networks for cross-modal retrievalCode1
Robustness Analysis of Video-Language Models Against Visual and Language PerturbationsCode0
Object-Level Targeted Selection via Deep Template Matching—0
Federated Self-supervised Learning for Video UnderstandingCode1
MIA 2022 Shared Task Submission: Leveraging Entity Representations, Dense-Sparse Hybrids, and Fusion-in-Decoder for Cross-Lingual Question Answering—0
Accurate Instance-Level CAD Model Retrieval in a Large-Scale Database—0
Still Haven't Found What You're Looking For -- Detecting the Intent of Web Search Missions from User Interaction Features—0
Adaptive Fine-Grained Sketch-Based Image RetrievalCode0
A Cascade Model for Argument Mining in Japanese Political Discussions: the QA Lab-PoliInfo-3 Case StudyCode0
Location reference recognition from texts: A survey and comparison—0
GazBy: Gaze-Based BERT Model to Incorporate Human Attention in Neural Information Retrieval—0
Embedding contrastive unsupervised features to cluster in- and out-of-distribution noise in corrupted image datasetsCode1
Egocentric Video-Language Pretraining @ EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2022Code2
On the Effect of Ranking Axioms on IR Evaluation Metrics—0
Analysis of Robocode Robot Adaptive Confrontation Based on Zero-Sum Game—0
Learning to Rank with Small Set of Ground Truth Data—0
Dynamic Contrastive Distillation for Image-Text Retrieval—0
Chat-to-Design: AI Assisted Personalized Fashion Design—0
MIA 2022 Shared Task: Evaluating Cross-lingual Open-Retrieval Question Answering for 16 Diverse Languages—0
ANEC: An Amharic Named Entity Corpus and Transformer Based Recognizer—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