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

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Showing 7501–7550 of 14297 papers

TitleStatusHype
Country-wide Retrieval of Forest Structure From Optical and SAR Satellite Imagery With Deep Ensembles—0
ATZSL: Defensive Zero-Shot Recognition in the Presence of Adversaries—0
A ML-LLM pairing for better code comment classification—0
Learning Term Weights for Ad-hoc Retrieval—0
Counting Grid Aggregation for Event Retrieval and Recognition—0
A Two-Stage Shape Retrieval (TSR) Method with Global and Local Features—0
How do QA models combine knowledge from LM and 100 passages?—0
How Do Large Vision-Language Models See Text in Image? Unveiling the Distinctive Role of OCR Heads—0
Counterfactual Learning To Rank for Utility-Maximizing Query Autocompletion—0
A Two-stage Framework for Compound Figure Separation—0
A Minimax Game for Instance based Selective Transfer Learning—0
A Case Study of NLG from Multimedia Data Sources: Generating Architectural Landmark Descriptions—0
SAGE: A Framework of Precise Retrieval for RAG—0
Learning to Cluster Faces via Transformer—0
How does the degree of novelty impacts semi-supervised representation learning for novel class retrieval?—0
Learning to Coordinate Multiple Reinforcement Learning Agents for Diverse Query Reformulation—0
Learning to Decompose Visual Features with Latent Textual Prompts—0
How Does Generative Retrieval Scale to Millions of Passages?—0
How does Feedback Signal Quality Impact Effectiveness of Pseudo Relevance Feedback for Passage Retrieval?—0
Counterfactual Editing for Search Result Explanation—0
How Diachronic Text Corpora Affect Context based Retrieval of OOV Proper Names for Audio News—0
Learning to Embed Multi-Modal Contexts for Situated Conversational Agents—0
COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval—0
How Context Affects Language Models' Factual Predictions—0
CoT-MoTE: Exploring ConTextual Masked Auto-Encoder Pre-training with Mixture-of-Textual-Experts for Passage Retrieval—0
Learning to Exploit Different Translation Resources for Cross Language Information Retrieval—0
A Two-Stage Dual-Path Framework for Text Tampering Detection and Recognition—0
How Can Context Help? Exploring Joint Retrieval of Passage and Personalized Context—0
CoT-MAE v2: Contextual Masked Auto-Encoder with Multi-view Modeling for Passage Retrieval—0
How are journals cited? characterizing journal citations by type of citation—0
Cost-sensitive detection with variational autoencoders for environmental acoustic sensing—0
Learning to Hash-tag Videos with Tag2Vec—0
Learning to Hash with Binary Reconstructive Embeddings—0
Learning to Hash with Graph Neural Networks for Recommender Systems—0
Learning to hash with semantic similarity metrics and empirical KL divergence—0
Learning to Interpret and Describe Abstract Scenes—0
AttWalk: Attentive Cross-Walks for Deep Mesh Analysis—0
HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification—0
Learning to Learn in a Semi-Supervised Fashion—0
Learning to Link—0
Attributes Grouping and Mining Hashing for Fine-Grained Image Retrieval—0
A method to Suppress Facial Expression in Posed and Spontaneous Videos—0
Adaptive Hashing for Fast Similarity Search—0
Hot-Refresh Model Upgrades with Regression-Free Compatible Training in Image Retrieval—0
Hotel Recognition via Latent Image Embedding—0
HORUS: Multimodal Large Language Models Framework for Video Retrieval at VBS 2025—0
Horizon Scans can be accelerated using novel information retrieval and artificial intelligence tools—0
CosmoCLIP: Generalizing Large Vision-Language Models for Astronomical Imaging—0
HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions—0
HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified