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
Cross-Modality Personalization for Retrieval—0
Inductive-Biases for Contrastive Learning of Disentangled Representations—0
Improving Access to Trade and Investment Information in Thailand through Intelligent Document Retrieval—0
Improve Supervised Representation Learning with Masked Image Modeling—0
Improve Retrieval-based Dialogue System via Syntax-Informed Attention—0
INDUS: Effective and Efficient Language Models for Scientific Applications—0
Improved Visual Localization via Graph Smoothing—0
Cross-Modality Binary Code Learning via Fusion Similarity Hashing—0
InFact: A Strong Baseline for Automated Fact-Checking—0
Infant Agent: A Tool-Integrated, Logic-Driven Agent with Cost-Effective API Usage—0
Autoencoding the Retrieval Relevance of Medical Images—0
Improved Topic modeling in Twitter through Community Pooling—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
Improved Text-Image Matching by Mitigating Visual Semantic Hubs—0
Inference Scaling for Long-Context Retrieval Augmented Generation—0
Improved Search in Hamming Space using Deep Multi-Index Hashing—0
Improved Radar Localization on Lidar Maps Using Shared Embedding—0
Cross-modal Image Retrieval with Deep Mutual Information Maximization—0
Infinite Retrieval: Attention Enhanced LLMs in Long-Context Processing—0
Inflate and Shrink:Enriching and Reducing Interactions for Fast Text-Image Retrieval—0
Improved Hamming Distance Search Using Variable Length Substrings—0
Cross-Modal Hamming Hashing—0
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation—0
AutoComPose: Automatic Generation of Pose Transition Descriptions for Composed Pose Retrieval Using Multimodal LLMs—0
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All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

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