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Papers Benchmarks Datasets Tasks

PASCAL dataset and benchmarks – Page 6 · SOTA2 Research

Research Datasets

PASCAL

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Single Object Detection

Pascal-5i (Split 4)

68.88mIoU

4

Single Object Detection

Pascal-5i (Split 3)

68.76mIoU

4

Single Object Detection

Pascal-5i (Split 2)

69.32mIoU

4

Few-shot Semantic Segmentation

PASCAL-5^2

60.5mIoU (1-shot)

4

Named Entity Recognition

PASCAL-C (test)

43NER

4

Semantic Segmentation

Pascal-5i

50.2S0 Fold Score

4

Few-Shot Segmentation

PASCAL-5i 2-way 5-shot

0.538mIoU (S^0)

4

Few-Shot Classification

PASCAL-5i 1-way 5-shot

91.5Accuracy (S^0)

4

Contour and Boundary Detection

PASCAL (test)

72.6ODS

4

Image Captioning

PASCAL

69BLEU-1

4

Keypoint Transfer

PASCAL Horse (test)

42.9PCK@0.1

3

Foreground Segmentation

Pascal-5^2 Split-0

37.08mIoU

3

Global Model Explanation

Pascal-Parts (val)

53.49Accuracy

2

Correct localization

PASCAL 2012 (trainval)

58.8Avg. Score

2

Semantic Instance Segmentation

PASCAL (test)

—APmk

0

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

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