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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 9951–9975 of 14297 papers

TitleStatusHype
Data-driven intelligent computational design for products: Method, techniques, and applications—0
Data-Driven Relevance Judgments for Ranking Evaluation—0
Data-Efficient Autoregressive Document Retrieval for Fact Verification—0
Data-Efficient Generalization for Zero-shot Composed Image Retrieval—0
Data-Efficient Hate Speech Detection via Cross-Lingual Nearest Neighbor Retrieval with Limited Labeled Data—0
Data-Efficient Massive Tool Retrieval: A Reinforcement Learning Approach for Query-Tool Alignment with Language Models—0
Data-Efficient Methods for Dialogue Systems—0
Data-Efficient Ranking Distillation for Image Retrieval—0
Data Extraction Attacks in Retrieval-Augmented Generation via Backdoors—0
DataFrame QA: A Universal LLM Framework on DataFrame Question Answering Without Data Exposure—0
Data Infrastructure and Approaches for Ontology-Based Drug Repurposing—0
Data leakage in cross-modal retrieval training: A case study—0
Data level and decision level fusion of satellite multi-sensor AOD retrievals for improving PM2.5 estimations, a study on Tehran—0
Data Management Challenges for Internet-scale 3D Search Engines—0
Data Mining of Causal Relations from Text: Analysing Maritime Accident Investigation Reports—0
DataOps for Societal Intelligence: a Data Pipeline for Labor Market Skills Extraction and Matching—0
DataScout: Automatic Data Fact Retrieval for Statement Augmentation with an LLM-Based Agent—0
Dataset of Natural Language Queries for E-Commerce—0
Dataset Protection via Watermarked Canaries in Retrieval-Augmented LLMs—0
Datasets for Multilingual Answer Sentence Selection—0
Dataset vs Reality: Understanding Model Performance from the Perspective of Information Need—0
DAT: Dynamic Alpha Tuning for Hybrid Retrieval in Retrieval-Augmented Generation—0
Date-Field Retrieval in Scene Image and Video Frames using Text Enhancement and Shape Coding—0
DAtRNet: Disentangling Fashion Attribute Embedding for Substitute Item Retrieval—0
DAug: Diffusion-based Channel Augmentation for Radiology Image Retrieval and Classification—0
Show:102550
← PrevPage 399 of 572Next →
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