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 1501–1525 of 14297 papers

TitleStatusHype
Beyond Single Items: Exploring User Preferences in Item Sets with the Conversational Playlist Curation DatasetCode1
Single-branch Network for Multimodal TrainingCode1
FastFill: Efficient Compatible Model UpdateCode1
Co-Attention Aligned Mutual Cross-Attention for Cloth-Changing Person Re-IdentificationCode1
xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and RetrievalCode1
FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion TasksCode1
WiCE: Real-World Entailment for Claims in WikipediaCode1
BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairsCode1
RAMM: Retrieval-augmented Biomedical Visual Question Answering with Multi-modal Pre-trainingCode1
Spacerini: Plug-and-play Search Engines with Pyserini and Hugging FaceCode1
Pretraining De-Biased Language Model with Large-scale Click Logs for Document RankingCode1
ProofNet: Autoformalizing and Formally Proving Undergraduate-Level MathematicsCode1
Retrieved Sequence Augmentation for Protein Representation LearningCode1
Teaching CLIP to Count to TenCode1
Semantic-Fused Multi-Granularity Cross-City Traffic PredictionCode1
Simple and Scalable Nearest Neighbor Machine TranslationCode1
Cross-Modal Retrieval with Partially Mismatched PairsCode1
One-Shot Labeling for Automatic Relevance EstimationCode1
Patent Image Retrieval Using Cross-entropy-based Metric LearningCode1
jazznet: A Dataset of Fundamental Piano Patterns for Music Audio Machine Learning ResearchCode1
Multimodal Federated Learning via Contrastive Representation EnsembleCode1
Towards Unifying Medical Vision-and-Language Pre-training via Soft PromptsCode1
Binary Embedding-based Retrieval at TencentCode1
Retrieval-augmented Image CaptioningCode1
Unsupervised Hashing with Similarity Distribution CalibrationCode1
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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