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Papers Benchmarks Datasets Tasks

Multi-dataset Average dataset and benchmarks · SOTA2 Research

Research Datasets

Multi-dataset Average

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Image Classification

Multi-dataset Average (Pets, Flowers, Aircraft, Cars, Country, Food, STL, GTSRB)

60.5Top-1 Acc

44

Multi-view Composed Image Retrieval

Multi-dataset Average (DeepFashion, F200K, FashionGen) (val)

80.6R@5

17

Performance Retention Analysis

Multi-dataset Average

100Performance Retention

10

Optic Disc and Cup Segmentation

Multi-Dataset Average

90.51DSC

10

Optic Disc Segmentation

Multi-Dataset Average

92.52DSC

10

Zero-shot Image Classification

Multi-dataset Average (test)

3.49ECE

7

Popular tasks

Image Classification Zero-shot Image Classification Optic Disc Segmentation Optic disc and cup segmentation Multi-view Composed Image Retrieval

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