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Multi-Dataset dataset and benchmarks · SOTA2 Research

Research Datasets

Multi-Dataset

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Open Domain Generalization

Multi-Dataset

84.6Accuracy

19

Optic Cup Segmentation

Multi-Dataset Average

87.25DSC

10

Bounding Box Localization

Multi-dataset Weighted Average

55.55Weighted Avg. BBox IoU

10

Holistic Bias and Alignment Evaluation

Multi-dataset (FairFace, FACET, ImageNet-1K, Flickr30K)

77.82ABLE Score

6

Transferability Estimation

Multi-dataset Average

0.638Weighted Kendall’s Tau

5

Popular tasks

Optic Cup Segmentation Bounding box localization Transferability Estimation Open Domain Generalization Holistic Bias and Alignment Evaluation

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