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Papers Benchmarks Datasets Tasks

AMD dataset and benchmarks · SOTA2 Research

Research Datasets

AMD

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

End-to-end Entity Linking

AMD ENEIDE

69.73Precision

12

Prediction Interval Estimation

AMD 2016–2026

94.83Marginal Coverage

12

Portrait Matting

AMD portrait foregrounds (val)

0.001MSE

11

OCT Retinal Layer Segmentation

AMD (External)

84.3DSC

7

Binary Classification

AMD

90.34F1 Score

6

Disruption Detection

Late AMD (GA) set B (test)

91.01AUC

6

Malware Clustering

AMD Large families (>100 samples)

56.28ARI

5

Popular tasks

Binary Classification Malware Clustering End-to-end Entity Linking Disruption Detection Portrait Matting

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