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 1226–1250 of 14297 papers

TitleStatusHype
Model-enhanced Vector IndexCode1
On Sparse Modern Hopfield ModelCode1
On-the-Fly SfM: What you capture is What you getCode1
InstructERC: Reforming Emotion Recognition in Conversation with Multi-task Retrieval-Augmented Large Language ModelsCode1
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive LearningCode1
Unified Coarse-to-Fine Alignment for Video-Text RetrievalCode1
RECAP: Retrieval-Augmented Audio CaptioningCode1
Simulation-based Inference for Exoplanet Atmospheric Retrieval: Insights from winning the Ariel Data Challenge 2023 using Normalizing FlowsCode1
ODSum: New Benchmarks for Open Domain Multi-Document SummarizationCode1
In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video RetrievalCode1
HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-CheckingCode1
HOC-Search: Efficient CAD Model and Pose Retrieval from RGB-D ScansCode1
OpenFashionCLIP: Vision-and-Language Contrastive Learning with Open-Source Fashion DataCode1
From Artificially Real to Real: Leveraging Pseudo Data from Large Language Models for Low-Resource Molecule DiscoveryCode1
Towards Content-based Pixel Retrieval in Revisited Oxford and ParisCode1
Exploring Large Language Models for Communication Games: An Empirical Study on WerewolfCode1
CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock MarketCode1
SSIG: A Visually-Guided Graph Edit Distance for Floor Plan SimilarityCode1
Efficient Adaptive Human-Object Interaction Detection with Concept-guided MemoryCode1
HAE-RAE Bench: Evaluation of Korean Knowledge in Language ModelsCode1
Symbolic Music Representations for Classification Tasks: A Systematic EvaluationCode1
Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering (Published in Findings of EMNLP 2024)Code1
DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical ResearchCode1
Patent image retrieval using transformer-based deep metric learningCode1
Pose-Graph Attentional Graph Neural Network for Lidar Place RecognitionCode1
Show:102550
← PrevPage 50 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