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Papers Benchmarks Datasets Tasks

CUB dataset and benchmarks – Page 20 · SOTA2 Research

Research Datasets

CUB

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Conditional GAN

CUB-200 2011 (test)

26.37Best FID

2

3D Reconstruction

CUB bird dataset

0.043Texture L1 Loss

2

Attribute Prediction

CUB 312 attributes

64.8AUC (%)

2

Correlation Analysis of Leakage Metrics against Intervention Performance (Sint)

CUB

0.72Pearson r (CTL)

1

Deep Clustering

CUB-200 2011

0.068SC

1

Deep Clustering

CUB-200-2011 (test)

0.448SC (Silhouette Score)

1

Watermark Detection

CUB-200

6Pu (R=0)

1

CUB

1.41Training Speed-up (x)

1

Continual Learning

CUB 200-2011 (test)

—Accuracy

0

Rule Extraction

CUB-200 2011 (test)

—Primary metric

0

CUB (out-of-distribution)

—Primary metric

0

CUB200 few-shot to high-shot

—Primary metric

0

Few-Shot Classification

CUB-200-2011 (test)

—Primary metric

0

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Popular tasks

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