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 1095111000 of 14297 papers

TitleStatusHype
Deep Joint Source-Channel Coding for Wireless Image Retrieval0
Multi-Module System for Open Domain Chinese Question Answering over Knowledge Base0
Image-Based Place Recognition on Bucolic Environment Across Seasons From Semantic Edge DescriptionCode0
Online Stochastic Gradient Descent with Arbitrary Initialization Solves Non-smooth, Non-convex Phase Retrieval0
Online News Media Website Ranking Using User Generated Content0
QASC: A Dataset for Question Answering via Sentence CompositionCode0
Generating a Common Question from Multiple Documents using Multi-source Encoder-Decoder Models0
A Survey on Recent Advances in Named Entity Recognition from Deep Learning modelsCode0
Mixing realities for sketch retrieval in Virtual Reality0
Hierarchical Prototype Learning for Zero-Shot Recognition0
ATZSL: Defensive Zero-Shot Recognition in the Presence of Adversaries0
Inference in High-Dimensional Linear Regression via Lattice Basis Reduction and Integer Relation Detection0
Wasserstein distances for evaluating cross-lingual embeddings0
USTAR: Online Multimodal Embedding for Modeling User-Guided Spatiotemporal Activity0
Context-Aware Sentence/Passage Term Importance Estimation For First Stage RetrievalCode0
BanditRank: Learning to Rank Using Contextual Bandits0
A Binary Variational Autoencoder for HashingCode0
Convolutional Prototype Learning for Zero-Shot Recognition0
W2VV++: Fully Deep Learning for Ad-hoc Video SearchCode0
Designovel's system description for Fashion-IQ challenge 20190
Self-Attentive Document Interaction Networks for Permutation Equivariant Ranking0
Hadamard Codebook Based Deep Hashing0
Improving Vehicle Re-Identification using CNN Latent Spaces: Metrics Comparison and Track-to-track ExtensionCode1
A Comparison of Semantic Similarity Methods for Maximum Human Interpretability0
Deep speech inpainting of time-frequency masksCode0
Endowing Deep 3D Models with Rotation Invariance Based on Principal Component Analysis0
Coordinated Joint Multimodal Embeddings for Generalized Audio-Visual Zeroshot Classification and Retrieval of Videos0
Diversity in Fashion Recommendation using Semantic ParsingCode0
ALOHA: Artificial Learning of Human Attributes for Dialogue AgentsCode0
Unsupervised Context Rewriting for Open Domain Conversation0
EvoZip: Efficient Compression of Large Collections of Evolutionary Trees0
Indoor Information Retrieval using Lifelog Data0
The Role of Coded Side Information in Single-Server Private Information Retrieval0
Rule based Approach for Word Normalization by resolving Transcription Ambiguity in Transliterated Search Queries0
Answering Complex Open-domain Questions Through Iterative Query GenerationCode0
A Hybrid Compact Neural Architecture for Visual Place RecognitionCode0
Target-Oriented Deformation of Visual-Semantic Embedding SpaceCode1
Mapping Supervised Bilingual Word Embeddings from English to low-resource languagesCode0
Deep Semantic Parsing of Freehand Sketches with Homogeneous Transformation, Soft-Weighted Loss, and Staged Learning0
A unified framework of predicting binary interestingness of images based on discriminant correlation analysis and multiple kernel learning0
Sketch-Specific Data Augmentation for Freehand Sketch Recognition0
Decoding Working Memory Load from EEG with LSTM Networks0
Neural Memory Plasticity for Anomaly Detection0
Single Image BRDF Parameter Estimation with a Conditional Adversarial Network0
Cross-modal Scene Graph Matching for Relationship-aware Image-Text RetrievalCode1
Accurate and Fast Retrieval for Complex Non-metric Data via Neighborhood Graphs0
Aligning Multilingual Word Embeddings for Cross-Modal Retrieval TaskCode0
Pruning Algorithms for Low-Dimensional Non-metric k-NN Search: A Case Study0
BERT for Evidence Retrieval and Claim VerificationCode1
Meta-Learning Deep Energy-Based Memory Models0
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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