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

Showing 86518675 of 14297 papers

TitleStatusHype
CoTMR: Chain-of-Thought Multi-Scale Reasoning for Training-Free Zero-Shot Composed Image Retrieval0
FVQA 2.0: Introducing Adversarial Samples into Fact-based Visual Question Answering0
Fuzzy Substring Matching: On-device Fuzzy Friend Search at Snapchat0
Fuzzy quantification for linguistic data analysis and data mining0
A Survey of Knowledge Enhanced Pre-trained Language Models0
Future of Information Retrieval Research in the Age of Generative AI0
Fusion vectors: Embedding Graph Fusions for Efficient Unsupervised Rank Aggregation0
Fusion-supervised Deep Cross-modal Hashing0
FusionSegReID: Advancing Person Re-Identification with Multimodal Retrieval and Precise Segmentation0
A survey of image labelling for computer vision applications0
Aligning Language Models for Versatile Text-based Item Retrieval0
Fusing Local Similarities for Retrieval-based 3D Orientation Estimation of Unseen Objects0
Confidence-guided Centroids for Unsupervised Person Re-Identification0
Fusing Audio and Metadata Embeddings Improves Language-based Audio Retrieval0
Confidence-Calibrated Ensemble Dense Phrase Retrieval0
Fuse and Attend: Generalized Embedding Learning for Art and Sketches0
Fuse after Align: Improving Face-Voice Association Learning via Multimodal Encoder0
Furthest Reasoning with Plan Assessment: Stable Reasoning Path with Retrieval-Augmented Large Language Models0
Cone-Constrained Principal Component Analysis0
CONDITOR1: Topic Maps and DITA labelling tool for textual documents with historical information0
Aligning Images and Text with Semantic Role Labels for Fine-Grained Cross-Modal Understanding0
Further Theoretical Study of Distribution Separation Method for Information Retrieval0
Further results on dissimilarity spaces for hyperspectral images RF-CBIR0
Furnishing Your Room by What You See: An End-to-End Furniture Set Retrieval Framework with Rich Annotated Benchmark Dataset0
FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified