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 1200112050 of 14297 papers

TitleStatusHype
EXS: Explainable Search Using Local Model Agnostic Interpretability0
FIVR: Fine-grained Incident Video RetrievalCode0
Zoom: SSD-based Vector Search for Optimizing Accuracy, Latency and Memory0
Phaseless Subspace Tracking0
Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question AnsweringCode0
Convolutional Neural Network: Text Classification Model for Open Domain Question Answering System0
edge2vec: Representation learning using edge semantics for biomedical knowledge discoveryCode0
Trick Me If You Can: Human-in-the-loop Generation of Adversarial Examples for Question AnsweringCode0
Query Attack via Opposite-Direction Feature:Towards Robust Image RetrievalCode0
Neurons Merging Layer: Towards Progressive Redundancy Reduction for Deep Supervised Hashing0
Information-Theoretic Active Learning for Content-Based Image RetrievalCode0
Why are Sequence-to-Sequence Models So Dull? Understanding the Low-Diversity Problem of Chatbots0
Localizing Moments in Video with Temporal LanguageCode0
Deep Priority HashingCode0
Straight to the Facts: Learning Knowledge Base Retrieval for Factual Visual Question Answering0
UKP-Athene: Multi-Sentence Textual Entailment for Claim VerificationCode0
Towards Automated Customer SupportCode0
Natural Language Person Search Using Deep Reinforcement Learning0
A Practical Deep Online Ranking System in E-commerce Recommendation0
Geolocation Estimation of Photos using a Hierarchical Model and Scene ClassificationCode0
Correcting the Triplet Selection Bias for Triplet LossCode0
Universal Sketch Perceptual Grouping0
Semi-Supervised Generative Adversarial Hashing for Image Retrieval0
Product Quantization Network for Fast Image Retrieval0
Temporal Modular Networks for Retrieving Complex Compositional Activities in Videos0
Relaxation-Free Deep Hashing via Policy Gradient0
RelocNet: Continuous Metric Learning Relocalisation using Neural Nets0
Hierarchical Relational Networks for Group Activity Recognition and RetrievalCode0
Cross-Modal Hamming Hashing0
Attention-aware Deep Adversarial Hashing for Cross-Modal Retrieval0
Generalizing A Person Retrieval Model Hetero- and HomogeneouslyCode0
Find and Focus: Retrieve and Localize Video Events with Natural Language Queries0
An Adversarial Approach to Hard Triplet Generation0
Generative Domain-Migration Hashing for Sketch-to-Image RetrievalCode0
A Zero-Shot Framework for Sketch based Image Retrieval0
Using Semantics for Granularities of Tokenization0
Retrieve-and-Read: Multi-task Learning of Information Retrieval and Reading Comprehension0
A novel graph-based model for hybrid recommendations in cold-start scenarios0
Large-Scale Cover Song Detection in Digital Music Libraries Using Metadata, Lyrics and Audio FeaturesCode0
A Variational Feature Encoding Method of 3D Object for Probabilistic Semantic SLAM0
Artifacts Detection and Error Block Analysis from Broadcasted Videos0
Decoupling Strategy and Generation in Negotiation DialoguesCode1
Adapting Visual Question Answering Models for Enhancing Multimodal Community Q&A PlatformsCode0
Characterizing the Influence of Features on Reading Difficulty Estimation for Non-native Readers0
Learning a Policy for Opportunistic Active Learning0
Retrieval-Based Neural Code GenerationCode0
Implementation Notes for the Soft Cosine Measure0
MIaS: Math-Aware Retrieval in Digital Mathematical Libraries0
Representation Learning for Image-based Music Recommendation0
Xu: An Automated Query Expansion and Optimization Tool0
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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