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Papers Benchmarks Datasets Tasks

Trans10K dataset and benchmarks · SOTA2 Research

Research Datasets

Trans10K

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Semantic Segmentation

Trans10K v2 (test)

81.37mIoU

104

Semantic Segmentation

Trans10K v2

95.01Accuracy

27

Glass-like Object Segmentation

Trans10k (test)

90.28mIoU

12

Glass Segmentation

Trans10K-Stuff

95.1IoU

10

Semantic Segmentation

Trans10k

89.91mIoU

9

Instance Segmentation

Trans10k

85.1Mask mAP@.50

9

Object Detection

Trans10k

85.2Box mAP@.50

9

Meta-Measure 4 (Structural Sensitivity - Dilate)

Trans10K

14Error Rate

7

Meta-Measure 4 (Structural Sensitivity - Erode)

Trans10K

29Error Rate

7

Meta-Measure 3 (Noise Sensitivity)

Trans10K

0.01Error Rate

7

Meta-Measure 2 (Ground-Truth Switch)

Trans10K

3Error Rate

7

Transparent Object Segmentation

Trans10K hard

0.568M Score

7

Popular tasks

Semantic segmentation Instance Segmentation Object Detection Glass-like object segmentation Glass Segmentation

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