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Dataset Condensation research benchmarks · SOTA2 Research

Dataset Condensation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

11.6Coverage

14

Feb 26, 2026

6.74Coverage

12

Feb 26, 2026

ImageNet 1K 2015 (train val)

3.56FID

10

Jun 5, 2026

ImageNet 2015 (train)

Geometry-Aware Dataset Condensation

3.43FID

10

Jun 5, 2026

ImageNet 256x256 2012 (val)

5.76FID

10

Jun 5, 2026

CIFAR-100 (test)

32.75Coverage

10

Feb 26, 2026

54.72Accuracy

9

Feb 26, 2026

CIFAR-100 (train)

0.73Training Speed (s/iter)

8

Feb 26, 2026

Tiny ImageNet (train)

2.4Training Speed (s/iter)

5

Feb 26, 2026

Popular datasets

ImageNet CIFAR CIFAR-100 Electric

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