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Papers Benchmarks Datasets Tasks

UMD dataset and benchmarks · SOTA2 Research

Research Datasets

UMD

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Affordance Grounding

UMD (test)

57.61gIoU

18

Affordance Prediction

UMD

65.38gIoU

10

Time Series Classification

UMD few-shot (test)

99.306Accuracy

8

Anomaly Detection

UMD

100AUROC

7

Affordance segmentation

UMD

87.5Fw-beta Score

7

Medical Image Segmentation

UMD

84.17mIoU

6

Global counterfactual explanation selection for time-series clustering

UMD

84.2Effectiveness

6

Image Captioning

UMD

70CIDEr

6

Texture Classification

UMD

99.9Accuracy

5

Local Counterfactual Explanation

UMD

1Effectiveness

5

Affordance Grounding

UMD

52.74gIoU

4

scene classification

UMD

87.7Accuracy

2

Popular tasks

Affordance Grounding Anomaly Detection Medical Image Segmentation Scene Classification Image Captioning

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