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 1651–1675 of 14297 papers

TitleStatusHype
Doc2Query--: When Less is MoreCode1
LoopNet: Musical Loop Synthesis Conditioned On Intuitive Musical ParametersCode1
Generalized Product Quantization Network for Semi-supervised Image RetrievalCode1
DnS: Distill-and-Select for Efficient and Accurate Video Indexing and RetrievalCode1
Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language ModelsCode1
Generalizing Single-View 3D Shape Retrieval to Occlusions and Unseen ObjectsCode1
DocQueryNet: Value Retrieval with Arbitrary Queries for Form-like DocumentsCode1
Chain-of-Skills: A Configurable Model for Open-domain Question AnsweringCode1
A Reproducible Extraction of Training Images from Diffusion ModelsCode1
CharacterBERT and Self-Teaching for Improving the Robustness of Dense Retrievers on Queries with TyposCode1
M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-trainingCode1
M6Doc: A Large-Scale Multi-Format, Multi-Type, Multi-Layout, Multi-Language, Multi-Annotation Category Dataset for Modern Document Layout AnalysisCode1
Circle Loss: A Unified Perspective of Pair Similarity OptimizationCode1
Generating Synthetic Documents for Cross-Encoder Re-Rankers: A Comparative Study of ChatGPT and Human ExpertsCode1
Domain-invariant Similarity Activation Map Contrastive Learning for Retrieval-based Long-term Visual LocalizationCode1
Can You Spot the Chameleon? Adversarially Camouflaging Images from Co-Salient Object DetectionCode1
Generator-Retriever-Generator Approach for Open-Domain Question AnsweringCode1
Marine Video Kit: A New Marine Video Dataset for Content-based Analysis and RetrievalCode1
Globetrotter: Connecting Languages by Connecting ImagesCode1
Domain-specific ChatBots for Science using EmbeddingsCode1
Certifiably Robust RAG against Retrieval CorruptionCode1
CgAT: Center-Guided Adversarial Training for Deep Hashing-Based RetrievalCode1
Retrieval augmentation of large language models for lay language generationCode1
AutoPhaseNN: Unsupervised Physics-aware Deep Learning of 3D Nanoscale Bragg Coherent Diffraction ImagingCode1
CenterCLIP: Token Clustering for Efficient Text-Video RetrievalCode1
Show:102550
← PrevPage 67 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