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 7301–7325 of 14297 papers

TitleStatusHype
Learning Answer Generation using Supervision from Automatic Question Answering Evaluators—0
Learning a Policy for Opportunistic Active Learning—0
Human-Oriented Image Retrieval System (HORSE): A Neuro-Symbolic Approach to Optimizing Retrieval of Previewed Images—0
Learning a Recurrent Visual Representation for Image Caption Generation—0
Human memory search as a random walk in a semantic network—0
Audio Interval Retrieval using Convolutional Neural Networks—0
A Modular Architecture for Unsupervised Sarcasm Generation—0
Human-in-the-Loop Schema Induction—0
CRAFT: Training-Free Cascaded Retrieval for Tabular QA—0
Human in the loop approaches in multi-modal conversational task guidance system development—0
Crafting the Path: Robust Query Rewriting for Information Retrieval—0
Human-Imperceptible Retrieval Poisoning Attacks in LLM-Powered Applications—0
HumanDiffusion: a Coarse-to-Fine Alignment Diffusion Framework for Controllable Text-Driven Person Image Generation—0
Crafting Personalized Agents through Retrieval-Augmented Generation on Editable Memory Graphs—0
Learning Audio-Video Modalities from Image Captions—0
Learning Audio-Visual Correlations from Variational Cross-Modal Generation—0
Learning a Unified Embedding for Visual Search at Pinterest—0
Learning Autoencoded Radon Projections—0
Human Cognition Inspired RAG with Knowledge Graph for Complex Problem Solving—0
Human-Aligned Image Models Improve Visual Decoding from the Brain—0
Learning-based estimation of in-situ wind speed from underwater acoustics—0
Learning-based Relational Object Matching Across Views—0
Crafting Knowledge: Exploring the Creative Mechanisms of Chat-Based Search Engines—0
Learning Binary Codes for High-Dimensional Data Using Bilinear Projections—0
Audio Features Affected by Music Expressiveness—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