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Papers Benchmarks Datasets Tasks

TransNAS-Bench-101 dataset and benchmarks · SOTA2 Research

Research Datasets

TransNAS-Bench-101

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Semantic Segmentation

TransNAS-Bench-101 Micro level search space

25.9mIoU

13

Surface Normal Prediction

TransNAS-Bench-101 Micro level search space

58.27SSIM

13

TransNAS-Bench-101 Micro level search space

56.96SSIM

13

Object Classification

TransNAS-Bench-101 Micro level search space

45.81Accuracy

13

TransNAS-Bench-101 Micro level search space

0.948Accuracy

6

Semantic Segmentation

TransNAS-Bench-101 Macro Segmentation

0.83Spearman Rho

4

Surface Normal Estimation

TransNAS-Bench-101 Macro (Normal)

0.85Spearman Rho

4

Jigsaw Puzzle Solving

TransNAS-Bench-101 Macro Jigsaw

0.82Spearman Rho

4

Scene Classification

TransNAS-Bench-101 Macro Scene

0.91Spearman Rho

4

Object Classification

TransNAS-Bench-101 Macro (Obj)

0.92Spearman Rho

4

Surface Normal Estimation

TransNAS-Bench-101 Micro Normal

0.76Spearman Rho

4

Jigsaw Puzzle Solving

TransNAS-Bench-101 Micro Jigsaw

0.6Spearman Rho

4

Scene Classification

TransNAS-Bench-101 Micro Scene

0.79Spearman Rho

4

Object Classification

TransNAS-Bench-101 Micro (Obj)

0.61Spearman rho

4

Room Classification

TransNAS-Bench-101 Micro Room

0.57Spearman Rho

4

TransNAS-Bench-101 Micro AE

0.45Spearman Rho

4

Popular tasks

Object Classification Semantic segmentation Scene Classification Surface Normal Estimation Jigsaw puzzle solving

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