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 1160111650 of 14297 papers

TitleStatusHype
On the Reliability of Test Collections for Evaluating Systems of Different Types0
On the Relationship Between Visual Attributes and Convolutional Networks0
Segmentation for Domain Adaptation in Arabic0
Segment Augmentation and Differentiable Ranking for Logo Retrieval0
Segment-based fusion of multi-sensor multi-scale satellite soil moisture retrievals0
Segmenting Subtitles for Correcting ASR Segmentation Errors0
SEINE: SEgment-based Indexing for NEural information retrieval0
Sejarah dan Perkembangan Teknik Natural Language Processing (NLP) Bahasa Indonesia: Tinjauan tentang sejarah, perkembangan teknologi, dan aplikasi NLP dalam bahasa Indonesia0
Probing Representations Learned by Multimodal Recurrent and Transformer Models0
Understanding Ranking LLMs: A Mechanistic Analysis for Information Retrieval0
Select2Plan: Training-Free ICL-Based Planning through VQA and Memory Retrieval0
Select and Augment: Enhanced Dense Retrieval Knowledge Graph Augmentation0
Selecting Relevant Web Trained Concepts for Automated Event Retrieval0
Selecting the suitable resampling strategy for imbalanced data classification regarding dataset properties0
Selecting which Dense Retriever to use for Zero-Shot Search0
Selection of Filters for Photonic Crystal Spectrometer Using Domain-Aware Evolutionary Algorithms0
Probing-RAG: Self-Probing to Guide Language Models in Selective Document Retrieval0
Probing Pretrained Language Models with Hierarchy Properties0
ViLEM: Visual-Language Error Modeling for Image-Text Retrieval0
Selective Demonstration Retrieval for Improved Implicit Hate Speech Detection0
Selective Encryption using Segmentation Mask with Chaotic Henon Map for Multidimensional Medical Images0
Probing Inter-modality: Visual Parsing with Self-Attention for Vision-Language Pre-training0
Selective Query Processing: a Risk-Sensitive Selection of System Configurations0
Probing Causality Manipulation of Large Language Models0
On the Metric Properties of IR Evaluation Measures Based on Ranking Axioms0
VilNMN: A Neural Module Network approach to Video-Grounded Language Tasks0
Self-Attention and Ingredient-Attention Based Model for Recipe Retrieval from Image Queries0
Self-attention Comparison Module for Boosting Performance on Retrieval-based Open-Domain Dialog Systems0
Self-Attentive Document Interaction Networks for Permutation Equivariant Ranking0
On the Merging of Domain-Specific Heterogeneous Ontologies using Wordnet and Web Pattern-based Queries0
Self-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown Questions0
Self-distilled Dynamic Fusion Network for Language-based Fashion Retrieval0
ProbFuse: A Probabilistic Approach to Data Fusion0
Vi-MIX FOR SELF-SUPERVISED VIDEO REPRESENTATION0
SelfEvolve: A Code Evolution Framework via Large Language Models0
Large Language Models are In-context Teachers for Knowledge Reasoning0
Self-Knowledge Guided Retrieval Augmentation for Large Language Models0
Self-localization from Images with Small Overlap0
Self-localization Using Visual Experience Across Domains0
Probabilistic Vehicle Reconstruction Using a Multi-Task CNN0
Probabilistic Semantic Retrieval for Surveillance Videos with Activity Graphs0
Probabilistic Representations for Video Contrastive Learning0
On the interplay between physical and content priors in deep learning for computational imaging0
Self-supervised and Weakly Supervised Contrastive Learning for Frame-wise Action Representations0
Self-supervised Answer Retrieval on Clinical Notes0
Probabilistic Multimodal Representation Learning0
Self-supervised Auxiliary Loss for Metric Learning in Music Similarity-based Retrieval and Auto-tagging0
Self-Supervised Consistent Quantization for Fully Unsupervised Image Retrieval0
On the Information Leakage in Private Information Retrieval Systems0
On the Importance of Text Preprocessing for Multimodal Representation Learning and Pathology Report Generation0
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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