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 1360113650 of 14297 papers

TitleStatusHype
Query Understanding via Intent Description GenerationCode0
PR-DAD: Phase Retrieval Using Deep Auto-DecodersCode0
PQPP: A Joint Benchmark for Text-to-Image Prompt and Query Performance PredictionCode0
SPICA: Retrieving Scenarios for Pluralistic In-Context AlignmentCode0
Total Least Squares Phase RetrievalCode0
TourSynbio-Search: A Large Language Model Driven Agent Framework for Unified Search Method for Protein EngineeringCode0
Query Attack via Opposite-Direction Feature:Towards Robust Image RetrievalCode0
Should RAG Chatbots Forget Unimportant Conversations? Exploring Importance and Forgetting with Psychological InsightsCode0
MS-Shift: An Analysis of MS MARCO Distribution Shifts on Neural RetrievalCode0
Shift the Lens: Environment-Aware Unsupervised Camouflaged Object DetectionCode0
Pairwise Similarity Learning is SimPLECode0
Query Processing and Optimization for a Custom Retrieval LanguageCode0
PACRR: A Position-Aware Neural IR Model for Relevance MatchingCode0
Spoken ObjectNet: A Bias-Controlled Spoken Caption DatasetCode0
WikiGraphs: A Wikipedia Text - Knowledge Graph Paired DatasetCode0
Overview of PerpectiveArg2024: The First Shared Task on Perspective Argument RetrievalCode0
Sharp global convergence guarantees for iterative nonconvex optimization: A Gaussian process perspectiveCode0
Retrieval Augmented Zero-Shot Text ClassificationCode0
Query Performance Prediction for Neural IR: Are We There Yet?Code0
Retrieval-Augmented Neural Field for HRTF Upsampling and PersonalizationCode0
XL-HeadTags: Leveraging Multimodal Retrieval Augmentation for the Multilingual Generation of News Headlines and TagsCode0
Query-focused Extractive Summarisation for Biomedical and COVID-19 Complex Question AnsweringCode0
Shape-Aware Complementary-Task Learning for Multi-Organ SegmentationCode0
OpenKE: An Open Toolkit for Knowledge EmbeddingCode0
Toward Multi-Session Personalized Conversation: A Large-Scale Dataset and Hierarchical Tree Framework for Implicit ReasoningCode0
Shallow Cross-Encoders for Low-Latency RetrievalCode0
Toward Optimal Search and Retrieval for RAGCode0
Toward Real-Time Image Annotation Using Marginalized Coupled Dictionary LearningCode0
Toward Robust RALMs: Revealing the Impact of Imperfect Retrieval on Retrieval-Augmented Language ModelsCode0
Retrieval-Augmented Language Model for Extreme Multi-Label Knowledge Graph Link PredictionCode0
Shaking Up VLMs: Comparing Transformers and Structured State Space Models for Vision & Language ModelingCode0
Retrieval-Augmented Generation with Graphs (GraphRAG)Code0
PP-ShiTu: A Practical Lightweight Image Recognition SystemCode0
Retrieval Augmented Generation Systems: Automatic Dataset Creation, Evaluation and Boolean Agent SetupCode0
SGDraw: Scene Graph Drawing Interface Using Object-Oriented RepresentationCode0
Stable memory with unstable synapsesCode0
Online Continual Learning with Maximal Interfered RetrievalCode0
OMG: Observe Multiple Granularities for Natural Language-Based Vehicle RetrievalCode0
QueryExplorer: An Interactive Query Generation Assistant for Search and ExplorationCode0
Query Enhanced Knowledge-Intensive Conversation via Unsupervised Joint ModelingCode0
SetRank: Learning a Permutation-Invariant Ranking Model for Information RetrievalCode0
Towards a multimodal framework for remote sensing image change retrieval and captioningCode0
Positive Semidefinite Matrix Factorization: A Connection with Phase Retrieval and Affine Rank MinimizationCode0
Stacked Semantics-Guided Attention Model for Fine-Grained Zero-Shot LearningCode0
Query by Activity Video in the WildCode0
StackRAG Agent: Improving Developer Answers with Retrieval-Augmented GenerationCode0
Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-based ChatbotsCode0
Video-Text Retrieval by Supervised Sparse Multi-Grained LearningCode0
Web Retrieval Agents for Evidence-Based Misinformation DetectionCode0
PoseTrack: A Benchmark for Human Pose Estimation and TrackingCode0
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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