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 49014950 of 14297 papers

TitleStatusHype
A Survey of Data Mining Techniques for Social Media Analysis0
Fréchet Distance for Offline Evaluation of Information Retrieval Systems with Sparse Labels0
Conditional Cross Attention Network for Multi-Space Embedding without Entanglement in Only a SINGLE Network0
A Survey of Conversational Search0
A Survey of Controllable Learning: Methods and Applications in Information Retrieval0
Align-GRAG: Reasoning-Guided Dual Alignment for Graph Retrieval-Augmented Generation0
SMART-RAG: Selection using Determinantal Matrices for Augmented Retrieval0
Free-ATM: Exploring Unsupervised Learning on Diffusion-Generated Images with Free Attention Masks0
FreeSeg: Free Mask from Interpretable Contrastive Language-Image Pretraining for Semantic Segmentation0
A Survey of Context Engineering for Large Language Models0
Conceptualizing Machine Learning for Dynamic Information Retrieval of Electronic Health Record Notes0
Align-Free Multi-Plane Phase Retrieval0
Concept Embedding for Information Retrieval0
ConceptCarve: Dynamic Realization of Evidence0
A Survey in Mathematical Language Processing0
FraGNNet: A Deep Probabilistic Model for Mass Spectrum Prediction0
Concept Based vs. Pseudo Relevance Feedback Performance Evaluation for Information Retrieval System0
Concept-aware Geographic Information Retrieval0
A Survey Forest Diagram : Gain a Divergent Insight View on a Specific Research Topic0
Concentric network symmetry grasps authors' styles in word adjacency networks0
A Curated Image Parameter Dataset from Solar Dynamics Observatory Mission0
A Benchmark for Voice-Face Cross-Modal Matching and Retrieval0
ConaCLIP: Exploring Distillation of Fully-Connected Knowledge Interaction Graph for Lightweight Text-Image Retrieval0
ComRAG: Retrieval-Augmented Generation with Dynamic Vector Stores for Real-time Community Question Answering in Industry0
Assessing the behavior and performance of a supervised term-weighting technique for topic-based retrieval0
Computing with Cognitive States0
A Supervised Model for Extraction of Multiword Expressions, Based on Statistical Context Features0
Fractional Local Neighborhood Intensity Pattern for Image Retrieval using Genetic Algorithm0
Computing Lexical Contrast0
Computationally Efficient Labeling of Cancer Related Forum Posts by Non-Clinical Text Information Retrieval0
A Summary of the ALQAC 2021 Competition0
Computationally Bounded Retrieval0
A Sub-block Based Image Retrieval Using Modified Integrated Region Matching0
Align, Adapt and Inject: Sound-guided Unified Image Generation0
FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs0
FREESON: Retriever-Free Retrieval-Augmented Reasoning via Corpus-Traversing MCTS0
Computational Approaches for App-to-App Retrieval and Design Consistency Check0
Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models0
Compressive Shift Retrieval0
Compressive Quantization for Fast Object Instance Search in Videos0
A Study on Using Transfer Learning to Improve BERT Model for Emotional Classification of Chinese Lyrics0
Align2Ground: Weakly Supervised Phrase Grounding Guided by Image-Caption Alignment0
Compressive Phase Retrieval: Optimal Sample Complexity with Deep Generative Priors0
Compressive Change Retrieval for Moving Object Detection0
A Study on the usage of Data Structures in Information Retrieval0
Compression of Deep Neural Networks for Image Instance Retrieval0
Compression of Deep Learning Models for Text: A Survey0
A study on the Interpretability of Neural Retrieval Models using DeepSHAP0
ACTNET: end-to-end learning of feature activations and multi-stream aggregation for effective instance image retrieval0
A Simplified Retriever to Improve Accuracy of Phenotype Normalizations by Large Language 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