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 1101–1125 of 14297 papers

TitleStatusHype
Evade Deep Image Retrieval by Stashing Private Images in the Hash SpaceCode1
CAMeL: Cross-modality Adaptive Meta-Learning for Text-based Person RetrievalCode1
'CADSketchNet' -- An Annotated Sketch dataset for 3D CAD Model Retrieval with Deep Neural NetworksCode1
ESPN: Memory-Efficient Multi-Vector Information RetrievalCode1
Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical StudyCode1
Evaluating the Robustness of Retrieval Pipelines with Query Variation GeneratorsCode1
ExaRanker-Open: Synthetic Explanation for IR using Open-Source LLMsCode1
Exploring Dual Encoder Architectures for Question AnsweringCode1
Fast Exact Retrieval for Nearest-neighbor Lookup (FERN)Code1
ALIP: Adaptive Language-Image Pre-training with Synthetic CaptionCode1
Building a Manga Dataset "Manga109" with Annotations for Multimedia ApplicationsCode1
Building an Open-Vocabulary Video CLIP Model with Better Architectures, Optimization and DataCode1
BTR: Binary Token Representations for Efficient Retrieval Augmented Language ModelsCode1
A BFS-Tree of Ranking References for Unsupervised Manifold LearningCode1
Building A Coding Assistant via the Retrieval-Augmented Language ModelCode1
Building Russian Benchmark for Evaluation of Information Retrieval ModelsCode1
AlignRAG: Leveraging Critique Learning for Evidence-Sensitive Retrieval-Augmented ReasoningCode1
Broken Neural Scaling LawsCode1
Entity Linking in 100 LanguagesCode1
EntQA: Entity Linking as Question AnsweringCode1
Equivariant Similarity for Vision-Language Foundation ModelsCode1
BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via CompressionCode1
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service SupportCode1
Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQACode1
AdANNS: A Framework for Adaptive Semantic SearchCode1
Show:102550
← PrevPage 45 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