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 62016250 of 14297 papers

TitleStatusHype
Exploring the Value of Multi-View Learning for Session-Aware Query Representation0
CM-GANs: Cross-modal Generative Adversarial Networks for Common Representation Learning0
A cortical sparse distributed coding model linking mini- and macrocolumn-scale functionality0
Cross-Domain Diffusion with Progressive Alignment for Efficient Adaptive Retrieval0
IAT - Image Annotation Tool: Manual0
VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought0
Cluster-wise Unsupervised Hashing for Cross-Modal Similarity Search0
A Rule-Based Computational Model of Cognitive Arithmetic0
ICAR: Image-based Complementary Auto Reasoning0
iCBIR-Sli: Interpretable Content-Based Image Retrieval with 2D Slice Embeddings0
Informative Scene Graph Generation via Debiasing0
ICC++: Explainable Image Retrieval for Art Historical Corpora using Image Composition Canvas0
Cross-Domain Modeling of Sentence-Level Evidence for Document Retrieval0
Adaptive Region Pooling for Fine-Grained Representation Learning0
Exploring the Nexus of Large Language Models and Legal Systems: A Short Survey0
ICLERB: In-Context Learning Embedding and Reranker Benchmark0
Exploring the Nexus Between Retrievability and Query Generation Strategies0
Icon Based Information Retrieval and Disease Identification in Agriculture0
Cluster Language Model for Improved E-Commerce Retrieval and Ranking: Leveraging Query Similarity and Fine-Tuning for Personalized Results0
Cross Encoding as Augmentation: Towards Effective Educational Text Classification0
IDEL: In-Database Entity Linking with Neural Embeddings0
Exploring the landscape of large language models: Foundations, techniques, and challenges0
Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs0
Identifying Effective Translations for Cross-lingual Arabic-to-English User-generated Speech Search0
Identifying Important Features for Graph Retrieval0
Identifying topology of leaky photonic lattices with machine learning0
Clustering is Efficient for Approximate Maximum Inner Product Search0
Identity Preserving Generative Adversarial Network for Cross-Domain Person Re-identification0
If At First You Don't Succeed: Test Time Re-ranking for Zero-shot, Cross-domain Retrieval0
If Attention Serves as a Cognitive Model of Human Memory Retrieval, What is the Plausible Memory Representation?0
ArtVLM: Attribute Recognition Through Vision-Based Prefix Language Modeling0
Informed Group-Sparse Representation for Singing Voice Separation0
IF-Net: An Illumination-invariant Feature Network0
IfQA: A Dataset for Open-domain Question Answering under Counterfactual Presuppositions0
Cross-language Information Retrieval0
If You Want to Go Far Go Together: Unsupervised Joint Candidate Evidence Retrieval for Multi-hop Question Answering0
Exploring the In-context Learning Ability of Large Language Model for Biomedical Concept Linking0
IITD-DBAI: Multi-Stage Retrieval with Pseudo-Relevance Feedback and Query Reformulation0
Clustering Billions of Reads for DNA Data Storage0
Exploring the Ideal Depth of Neural Network when Predicting Question Deletion on Community Question Answering0
IITP at AILA 2019: System Report for Artificial Intelligence for Legal Assistance Shared Task0
Cross-lingual Adaptation for Recipe Retrieval with Mixup0
Exploring the Effectiveness of Convolutional Neural Networks for Answer Selection in End-to-End Question Answering0
Clustering and Retrieval Method of Immunological Memory Cell in Clonal Selection Algorithm0
I Like to Move It: 6D Pose Estimation as an Action Decision Process0
Ill-posed Surface Emissivity Retrieval from Multi-Geometry Hyperspectral Images using a Hybrid Deep Neural Network0
Illumination-Adaptive Person Re-identification0
Illumination Robust Color Naming via Label Propagation0
Cross-lingual Cross-modal Pretraining for Multimodal Retrieval0
ArtRAG: Retrieval-Augmented Generation with Structured Context for Visual Art Understanding0
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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