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 4826–4850 of 14297 papers

TitleStatusHype
CLIP-based Synergistic Knowledge Transfer for Text-based Person RetrievalCode0
RECAP: Retrieval-Augmented Audio CaptioningCode1
From Cooking Recipes to Robot Task Trees -- Improving Planning Correctness and Task Efficiency by Leveraging LLMs with a Knowledge Network—0
Simulation-based Inference for Exoplanet Atmospheric Retrieval: Insights from winning the Ariel Data Challenge 2023 using Normalizing FlowsCode1
Towards Debiasing Frame Length Bias in Text-Video Retrieval via Causal Intervention—0
Bridging Dense and Sparse Maximum Inner Product Search—0
PDFTriage: Question Answering over Long, Structured Documents—0
ODSum: New Benchmarks for Open Domain Multi-Document SummarizationCode1
In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video RetrievalCode1
Leveraging Multi-lingual Positive Instances in Contrastive Learning to Improve Sentence Embedding—0
NOWJ1@ALQAC 2023: Enhancing Legal Task Performance with Classic Statistical Models and Pre-trained Language Models—0
Active Learning for Fine-Grained Sketch-Based Image Retrieval—0
Dynamic Visual Semantic Sub-Embeddings and Fast Re-Ranking—0
Differentiable Resolution Compression and Alignment for Efficient Video Classification and RetrievalCode0
Beyond Domain Gap: Exploiting Subjectivity in Sketch-Based Person RetrievalCode0
HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-CheckingCode1
Optimization of Rank Losses for Image RetrievalCode2
Silver Retriever: Advancing Neural Passage Retrieval for Polish Question Answering—0
Fast and Accurate Deep Loop Closing and Relocalization for Reliable LiDAR SLAM—0
When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and DatasetsCode0
Encoded Summarization: Summarizing Documents into Continuous Vector Space for Legal Case Retrieval—0
When is a Foundation Model a Foundation Model—0
Live Iterative Ptychography with projection-based algorithms—0
Retrieval-Augmented Text-to-Audio Generation—0
Zero-shot Audio Topic Reranking using Large Language Models—0
Show:102550
← PrevPage 194 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