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

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Showing 2651–2675 of 14297 papers

TitleStatusHype
Deeper Convolutional Neural Networks and Broad Augmentation Policies Improve Performance in Musical Key EstimationCode1
BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via CompressionCode1
MedMentions: A Large Biomedical Corpus Annotated with UMLS ConceptsCode1
Human Sentence Processing: Recurrence or Attention?Code1
A Comprehensive Review of the Video-to-Text ProblemCode1
Data-Efficient Multimodal Fusion on a Single GPUCode1
DAS: Densely-Anchored Sampling for Deep Metric LearningCode1
DAPR: A Benchmark on Document-Aware Passage RetrievalCode1
MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain ConversationCode1
DASGIL: Domain Adaptation for Semantic and Geometric-aware Image-based LocalizationCode1
Memory-Based Model Editing at ScaleCode1
Memory Sharing for Large Language Model based AgentsCode1
DataFinder: Scientific Dataset Recommendation from Natural Language DescriptionsCode1
MetaP: Meta Pattern Learning for One-Shot Knowledge Graph CompletionCode1
MFAQ: a Multilingual FAQ DatasetCode1
Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQACode1
Bridging the Gap: Multi-Level Cross-Modality Joint Alignment for Visible-Infrared Person Re-IdentificationCode1
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM EraCode1
MINERS: Multilingual Language Models as Semantic RetrieversCode1
Complex Knowledge Base Question Answering: A SurveyCode1
CompoDiff: Versatile Composed Image Retrieval With Latent DiffusionCode1
A Statutory Article Retrieval Dataset in FrenchCode1
DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference AccelerationCode1
Composed Image Retrieval for Training-Free Domain ConversionCode1
Dataflow-Guided Retrieval Augmentation for Repository-Level Code CompletionCode1
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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