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 1401–1425 of 14297 papers

TitleStatusHype
Watch Video, Catch Keyword: Context-aware Keyword Attention for Moment Retrieval and Highlight DetectionCode1
LWFNet: Coherent Doppler Wind Lidar-Based Network for Wind Field Retrieval—0
Can Impressions of Music be Extracted from Thumbnail Images?—0
The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit—0
Personalized Graph-Based Retrieval for Large Language ModelsCode1
Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation—0
Quaternionic Reweighted Amplitude Flow for Phase Retrieval in Image Reconstruction—0
PersonaAI: Leveraging Retrieval-Augmented Generation and Personalized Context for AI-Driven Digital Avatars—0
CarbonChat: Large Language Model-Based Corporate Carbon Emission Analysis and Climate Knowledge Q&A System—0
Automating Legal Concept Interpretation with LLMs: Retrieval, Generation, and Evaluation—0
MADGEN: Mass-Spec attends to De Novo Molecular generationCode1
iCBIR-Sli: Interpretable Content-Based Image Retrieval with 2D Slice Embeddings—0
Adaptive Few-shot Prompting for Machine Translation with Pre-trained Language Models—0
Robust Self-Paced Hashing for Cross-Modal Retrieval with Noisy LabelsCode1
Rephotography in the Digital Era: Mass Rephotography and re.photos, the Web Portal for Rephotography—0
ValuesRAG: Enhancing Cultural Alignment Through Retrieval-Augmented Contextual Learning—0
Retrieval-Augmented Dynamic Prompt Tuning for Incomplete Multimodal LearningCode2
Domain-invariant feature learning in brain MR imaging for content-based image retrieval—0
Retaining Knowledge and Enhancing Long-Text Representations in CLIP through Dual-Teacher Distillation—0
Docopilot: Improving Multimodal Models for Document-Level UnderstandingCode1
Towards Natural Language-Based Document Image Retrieval: New Dataset and Benchmark—0
PromptHash:Affinity-Prompted Collaborative Cross-Modal Learning for Adaptive Hashing RetrievalCode0
Incorporating Dense Knowledge Alignment into Unified Multimodal Representation Models—0
Cheb-GR: Rethinking K-nearest Neighbor Search in Re-ranking for Person Re-identification—0
Bridging Modalities: Improving Universal Multimodal Retrieval by Multimodal Large Language Models—0
Show:102550
← PrevPage 57 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