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 6926–6950 of 14297 papers

TitleStatusHype
Explainable Biomedical Hypothesis Generation via Retrieval Augmented Generation enabled Large Language Models—0
eXplainable Bayesian Multi-Perspective Generative Retrieval—0
KAT: A Knowledge Augmented Transformer for Vision-and-Language—0
KAUCUS: Knowledge Augmented User Simulators for Training Language Model Assistants—0
Deep Hashing for Secure Multimodal Biometrics—0
KBCNMUJAL@HASOC-Dravidian-CodeMix-FIRE2020: Using Machine Learning for Detection of Hate Speech and Offensive Code-Mixed Social Media text—0
KBGN: Knowledge-Bridge Graph Network for Adaptive Vision-Text Reasoning in Visual Dialogue—0
A Rich Recipe Representation as Plan to Support Expressive Multi Modal Queries on Recipe Content and Preparation Process—0
CLIP2TV: Align, Match and Distill for Video-Text Retrieval—0
DeepHashing using TripletLoss—0
KEIR @ ECIR 2025: The Second Workshop on Knowledge-Enhanced Information Retrieval—0
KemenkeuGPT: Leveraging a Large Language Model on Indonesia's Government Financial Data and Regulations to Enhance Decision Making—0
Deep Hashing with Active Pairwise Supervision—0
keqing: knowledge-based question answering is a nature chain-of-thought mentor of LLM—0
Kernel-based retrieval models for hyperspectral image data optimized with Kernel Flows—0
Kernelized Deep Convolutional Neural Network for Describing Complex Images—0
Kernelized Multiview Subspace Analysis by Self-weighted Learning—0
Kernel Square-Loss Exemplar Machines for Image Retrieval—0
Explainable Agreement through Simulation for Tasks with Subjective Labels—0
KEVER^2: Knowledge-Enhanced Visual Emotion Reasoning and Retrieval—0
KeyB2: Selecting Key Blocks is Also Important for Long Document Ranking with Large Language Models—0
Key Concept Identification for Medical Information Retrieval—0
Key Information Retrieval to Classify the Unstructured Data Content of Preferential Trade Agreements—0
LDKP: A Dataset for Identifying Keyphrases from Long Scientific Documents—0
Explainability of Text Processing and Retrieval Methods: A Critical Survey—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