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 9726–9750 of 14297 papers

TitleStatusHype
Learning to Embed Multi-Modal Contexts for Situated Conversational Agents—0
Learning to Embed Multi-Modal Contexts for Situated Conversational Agents—0
Learning to embed semantic similarity for joint image-text retrieval—0
Learning to Exploit Different Translation Resources for Cross Language Information Retrieval—0
Learning to Hash Naturally Sorts—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
Learning to Learn in a Semi-Supervised Fashion—0
Learning to Link—0
Learning to Memorize in Neural Task-Oriented Dialogue Systems—0
Learning to Mine Aligned Code and Natural Language Pairs from Stack Overflow—0
Learning to Navigate the Energy Landscape—0
Learning to Rank Academic Experts in the DBLP Dataset—0
Learning to Rank Binary Codes—0
Learning to Rank by Optimizing NDCG Measure—0
Learning to Rank for Active Learning: A Listwise Approach—0
Learning to Rank for Expert Search in Digital Libraries of Academic Publications—0
Learning to Rank for Multiple Retrieval-Augmented Models through Iterative Utility Maximization—0
Learning to Rank in the Age of Muppets: Effectiveness–Efficiency Tradeoffs in Multi-Stage Ranking—0
Learning To Rank Resources with GNN—0
Learning to Rank Semantic Coherence for Topic Segmentation—0
Extended Missing Data Imputation via GANs for Ranking Applications—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