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 7126–7150 of 14297 papers

TitleStatusHype
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