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Papers Benchmarks Datasets Tasks

Galaxy10 dataset and benchmarks · SOTA2 Research

Research Datasets

Galaxy10

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Galaxy Morphology Classification

Galaxy10 DECals (test)

94.86Top-1 Accuracy

13

Galaxy10 DECaLS Poisson-corrupted (test)

83.83Accuracy

7

Galaxy10 DECaLS (test)

84.28Accuracy

7

Image Classification

Galaxy10 SDSS (in-domain pretraining)

81.42Top-1 Accuracy

7

Unconditional Image Generation

Galaxy10 DECaLS 16k RGB images at 256x256

10.03FID

6

Popular tasks

Classification Image Classification Unconditional Image Generation Galaxy Morphology Classification

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