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 35513600 of 14297 papers

TitleStatusHype
Deep Neural Networks for Query Expansion using Word Embeddings0
BEIR-NL: Zero-shot Information Retrieval Benchmark for the Dutch Language0
Deep Neural Solver for Math Word Problems0
Deep Ordinal Hashing with Spatial Attention0
Data Mining of Causal Relations from Text: Analysing Maritime Accident Investigation Reports0
Analyzing and Learning from User Interactions for Search Clarification0
DeepPhaseCut: Deep Relaxation in Phase for Unsupervised Fourier Phase Retrieval0
Deep Plug-and-Play HIO Approach for Phase Retrieval0
Data Management Challenges for Internet-scale 3D Search Engines0
Deep Policy Hashing Network with Listwise Supervision0
DeepRAG: Thinking to Retrieval Step by Step for Large Language Models0
Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT0
Data level and decision level fusion of satellite multi-sensor AOD retrievals for improving PM2.5 estimations, a study on Tehran0
An Element-wise Visual-enhanced BiLSTM-CRF Model for Location Name Recognition0
AutoMerge: A Framework for Map Assembling and Smoothing in City-scale Environments0
Benchmarking Biopharmaceuticals Retrieval-Augmented Generation Evaluation0
Phase-based Minimalist Parsing and complexity in non-local dependencies0
Deep Reinforced Query Reformulation for Information Retrieval0
Data leakage in cross-modal retrieval training: A case study0
Deep Reinforcement Learning for Organ Localization in CT0
Data Infrastructure and Approaches for Ontology-Based Drug Repurposing0
Automating Legal Concept Interpretation with LLMs: Retrieval, Generation, and Evaluation0
Automating Horizon Scanning in Future Studies0
Accommodate Knowledge Conflicts in Retrieval-augmented LLMs: Towards Reliable Response Generation in the Wild0
Deep Representation Learning and Clustering of Traffic Scenarios0
DTAFA: Decoupled Training Architecture for Efficient FAQ Retrieval0
Dual-Feedback Knowledge Retrieval for Task-Oriented Dialogue Systems0
Deep Residual Hashing0
Deep Retrieval: Learning A Retrievable Structure for Large-Scale Recommendations0
Deep Retrieval: An End-to-End Structure Model for Large-Scale Recommendations0
Deep Retrieval at CheckThat! 2025: Identifying Scientific Papers from Implicit Social Media Mentions via Hybrid Retrieval and Re-Ranking0
Deep Retrieval-Based Dialogue Systems: A Short Review0
Dual Pose-invariant Embeddings: Learning Category and Object-specific Discriminative Representations for Recognition and Retrieval0
DuetRAG: Collaborative Retrieval-Augmented Generation0
Effective and Efficient Conversation Retrieval for Dialogue State Tracking with Implicit Text Summaries0
Deep Robust Multilevel Semantic Cross-Modal Hashing0
DataFrame QA: A Universal LLM Framework on DataFrame Question Answering Without Data Exposure0
Deep scattering transform applied to note onset detection and instrument recognition0
Extending DeepSDF for automatic 3D shape retrieval and similarity transform estimation0
DeepSeek: Content Based Image Search & Retrieval0
Automating Bibliometric Analysis with Sentence Transformers and Retrieval-Augmented Generation (RAG): A Pilot Study in Semantic and Contextual Search for Customized Literature Characterization for High-Impact Urban Research0
Data Extraction Attacks in Retrieval-Augmented Generation via Backdoors0
Automatic View-Point Selection for Inter-Operative Endoscopic Surveillance0
Deep Semantic Hashing with Generative Adversarial Networks0
Analysis of Wikipedia-based Corpora for Question Answering0
Deep Semantic Parsing of Freehand Sketches with Homogeneous Transformation, Soft-Weighted Loss, and Staged Learning0
Data-Efficient Ranking Distillation for Image Retrieval0
Deep Semi-Supervised Metric Learning With Mixed Label Propagation0
Automatic video scene segmentation based on spatial-temporal clues and rhythm0
Data-Efficient Methods for Dialogue Systems0
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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