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 6551–6575 of 14297 papers

TitleStatusHype
KBGN: Knowledge-Bridge Graph Network for Adaptive Vision-Text Reasoning in Visual Dialogue—0
Inductive-Biases for Contrastive Learning of Disentangled Representations—0
Kernelized Multiview Subspace Analysis by Self-weighted Learning—0
CLIRMatrix: A massively large collection of bilingual and multilingual datasets for Cross-Lingual Information Retrieval—0
Explore Entity Embedding Effectiveness in Entity Retrieval—0
INDUS: Effective and Efficient Language Models for Scientific Applications—0
A Convolutional Baseline for Person Re-Identification Using Vision and Language Descriptions—0
Industrial-Grade Smart Troubleshooting through Causal Technical Language Processing: a Proof of Concept—0
InFact: A Strong Baseline for Automated Fact-Checking—0
Infant Agent: A Tool-Integrated, Logic-Driven Agent with Cost-Effective API Usage—0
Exploration of the possibility of infusing Social Media Trends into generating NFT Recommendations—0
Inference at Scale Significance Testing for Large Search and Recommendation Experiments—0
Inference for Regression with Variables Generated by AI or Machine Learning—0
Inference in High-Dimensional Linear Regression via Lattice Basis Reduction and Integer Relation Detection—0
Inference Scaling for Bridging Retrieval and Augmented Generation—0
Inference Scaling for Long-Context Retrieval Augmented Generation—0
Exploration of Proximity Heuristics in Length Normalization—0
What Makes the Story Forward? Inferring Commonsense Explanations as Prompts for Future Event Generation—0
Infinite Author Topic Model based on Mixed Gamma-Negative Binomial Process—0
Infinite Retrieval: Attention Enhanced LLMs in Long-Context Processing—0
Inflate and Shrink:Enriching and Reducing Interactions for Fast Text-Image Retrieval—0
DALG: Deep Attentive Local and Global Modeling for Image Retrieval—0
AHIVE: Anatomy-aware Hierarchical Vision Encoding for Interactive Radiology Report Retrieval—0
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation—0
KARL: Knowledge-Aware Retrieval and Representations aid Retention and Learning in Students—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