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 8226–8250 of 14297 papers

TitleStatusHype
ChatQA: Surpassing GPT-4 on Conversational QA and RAG—0
ChatMOF: An Autonomous AI System for Predicting and Generating Metal-Organic Frameworks—0
Entity Type Recognition using an Ensemble of Distributional Semantic Models to Enhance Query Understanding—0
Entity Type Prediction in Knowledge Graphs using Embeddings—0
A Comprehensive Survey on Vector Database: Storage and Retrieval Technique, Challenge—0
Entity Retrieval via Entity Factoid Hierarchy—0
Entity Retrieval and Text Mining for Online Reputation Monitoring—0
Entity resolution for noisy ASR transcripts—0
Entity Linking via Dual and Cross-Attention Encoders—0
A Reasoning-Focused Legal Retrieval Benchmark—0
Entity-Graph Enhanced Cross-Modal Pretraining for Instance-level Product Retrieval—0
ChatHuman: Language-driven 3D Human Understanding with Retrieval-Augmented Tool Reasoning—0
Entity-Focused Dense Passage Retrieval for Outside-Knowledge Visual Question Answering—0
ChatGraph: Chat with Your Graphs—0
A Real World Dataset for Multi-view 3D Reconstruction—0
AgentNet: Decentralized Evolutionary Coordination for LLM-based Multi-Agent Systems—0
Modeling Multi-hop Question Answering as Single Sequence Prediction—0
Modeling Relevance Ranking under the Pre-training and Fine-tuning Paradigm—0
Entity Disambiguation via Fusion Entity Decoding—0
EntityCS: Improving Zero-Shot Cross-lingual Transfer with Entity-Centric Code Switching—0
Modeling Entity Knowledge for Fact Verification—0
3D shape retrieval basing on representatives of classes—0
Modeling Exemplification in Long-form Question Answering via Retrieval—0
Modeling Exemplification in Long-form Question Answering via Retrieval—0
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information Retrieval—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