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 1330113350 of 14297 papers

TitleStatusHype
NARMADA: Need and Available Resource Managing Assistant for Disasters and AdversitiesCode0
Ask the Right Questions: Active Question Reformulation with Reinforcement LearningCode0
Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-precision Learning (Technical Report)Code0
Learning from Memory: Non-Parametric Memory Augmented Self-Supervised Learning of Visual FeaturesCode0
Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context UnderstandingCode0
MALM: Mask Augmentation based Local Matching for Food-Recipe RetrievalCode0
Modeling Uncertainty with Hedged Instance EmbeddingCode0
Dark Side Augmentation: Generating Diverse Night Examples for Metric LearningCode0
Learning Genomic Sequence Representations using Graph Neural Networks over De Bruijn GraphsCode0
MaMMUT: A Simple Architecture for Joint Learning for MultiModal TasksCode0
NASH: Toward End-to-End Neural Architecture for Generative Semantic HashingCode0
Managing Machine Learning Workflow ComponentsCode0
Manga FaceNetCode0
Images & Recipes: Retrieval in the cooking contextCode0
Image Super-resolution via Feature-augmented Random ForestCode0
Modeling User Behavior with Graph Convolution for Personalized Product SearchCode0
Analyzing Research Trends in Inorganic Materials Literature Using NLPCode0
Analyzing Adversarial Attacks on Sequence-to-Sequence Relevance ModelsCode0
DAC: 2D-3D Retrieval with Noisy Labels via Divide-and-Conquer Alignment and CorrectionCode0
Ask, Retrieve, Summarize: A Modular Pipeline for Scientific Literature SummarizationCode0
Image-to-Image Retrieval by Learning Similarity between Scene GraphsCode0
Image-to-image translation for cross-domain disentanglementCode0
CAPTAIN at COLIEE 2023: Efficient Methods for Legal Information Retrieval and Entailment TasksCode0
DAAL: Density-Aware Adaptive Line Margin Loss for Multi-Modal Deep Metric LearningCode0
Robustness Analysis of Video-Language Models Against Visual and Language PerturbationsCode0
Mapping Supervised Bilingual Word Embeddings from English to low-resource languagesCode0
CyberMentor: AI Powered Learning Tool Platform to Address Diverse Student Needs in Cybersecurity EducationCode0
Mapping Transformer Leveraged Embeddings for Cross-Lingual Document RepresentationCode0
Customized Retrieval Augmented Generation and Benchmarking for EDA Tool Documentation QACode0
CapEnrich: Enriching Caption Semantics for Web Images via Cross-modal Pre-trained KnowledgeCode0
Curriculum Learning Strategies for IR: An Empirical Study on Conversation Response RankingCode0
Multimodal Search in Chemical Documents and ReactionsCode0
Current Limitations of Language Models: What You Need is RetrievalCode0
Can LLMs reason over extended multilingual contexts? Towards long-context evaluation beyond retrieval and haystacksCode0
CANDY: A Benchmark for Continuous Approximate Nearest Neighbor Search with Dynamic Data IngestionCode0
Object Pose Estimation using Mid-level Visual RepresentationsCode0
Impact of the Query Set on the Evaluation of Expert Finding SystemsCode0
Impact of time and note duration tokenizations on deep learning symbolic music modelingCode0
NPRF: A Neural Pseudo Relevance Feedback Framework for Ad-hoc Information RetrievalCode0
Learning Joint Embedding with Multimodal Cues for Cross-Modal Video-Text RetrievalCode0
Multimodal semantic retrieval for product searchCode0
Adversarial Autoencoders for Compact Representations of 3D Point CloudsCode0
Implicit Feedback for Dense Passage Retrieval: A Counterfactual ApproachCode0
Modelling Stopping Criteria for Search Results using Poisson ProcessesCode0
Can Diffusion Models Provide Rigorous Uncertainty Quantification for Bayesian Inverse Problems?Code0
No Fear of the Dark: Image Retrieval under Varying Illumination ConditionsCode0
Domain-Aware SE Network for Sketch-based Image Retrieval with Multiplicative Euclidean Margin SoftmaxCode0
ImpliRet: Benchmarking the Implicit Fact Retrieval ChallengeCode0
Learning Local Descriptors by Optimizing the Keypoint-Correspondence Criterion: Applications to Face Matching, Learning from Unlabeled Videos and 3D-Shape RetrievalCode0
Impression-CLIP: Contrastive Shape-Impression Embedding for FontsCode0
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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