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Papers Benchmarks Datasets Tasks

PASCAL dataset and benchmarks – Page 3 · SOTA2 Research

Research Datasets

PASCAL

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Object Detection

PASCAL SBD 2012

42.96Box mAP

17

Few-shot Image Segmentation

Pascal-5i (val)

64.55mIoU (s=0)

17

Instance Segmentation

Pascal SBD 2012

42.42Mask mAP

17

Semantic Part Segmentation

PASCAL-Person-Part (val)

68.6mIoU

17

Foreground Segmentation

Pascal-5i (1)

67.87mIoU

16

Few-shot Semantic Segmentation

PASCAL-5^i 61 (test)

64.8mIoU

16

Semantic Segmentation

PASCAL Person-Part (test)

73.9mIoU

16

Few-Shot Semantic Segmentation

PASCAL-5i 5-shot VOC 2012 SDS

84.1mIoU (5^0)

15

Foreground Segmentation

Pascal 5^2 Avg

43.08mIoU

15

Co-segmentation

PASCAL

75.7J

14

Semantic Segmentation

Pascal-EA

94.7Original Score

13

Foreground Segmentation

Pascal-5i Mean of folds (test)

49.26mIoU

13

Foreground Segmentation

Pascal-5i Fold-3 (test)

0.484mIoU

13

Foreground Segmentation

Pascal-5i (2)

75.8mIoU

13

Few-Shot Segmentation

Pascal 5^i 1-way 5-shot

72.6mIoU (0-shot)

13

Semantic Segmentation

PASCAL

85.1mIoU

13

Pascal

1IRBO

13

Pascal

0.045NPMI

13

Document Clustering

Pascal (test)

0.471NMI

13

Multi-view multi-label classification

Pascal 07

57.8AP

12

Foreground Segmentation

Pascal 5i (Fold-2)

41.99mIoU

12

Image Segmentation

PASCAL-C (test)

69.29I-Seg

12

3D Shape Reconstruction

Pascal (test)

55.9Horse AUC

12

Few-shot Semantic Segmentation

PASCAL-5^i 55 (test)

55.4Score (5^0)

12

Salient Object Detection

PASCAL

88.4Max F-beta Score

11

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Popular tasks

Semantic segmentation Foreground segmentation Few-shot Semantic Segmentation Object Detection Few-shot Segmentation

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