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UMD

Benchmarks

Task NameDataset NameSOTA ResultTrend
Affordance GroundingUMD (test)
gIoU57.61
18
Affordance PredictionUMD
gIoU65.38
10
Time Series ClassificationUMD few-shot (test)
Accuracy99.306
8
Affordance segmentationUMD
Fw-beta Score87.5
7
Medical Image SegmentationUMD
mIoU84.17
6
Global counterfactual explanation selection for time-series clusteringUMD
Effectiveness84.2
6
Image CaptioningUMD
CIDEr70
6
Texture ClassificationUMD
Accuracy99.9
5
Local Counterfactual ExplanationUMD
Effectiveness1
5
Affordance GroundingUMD
gIoU52.74
4
scene classificationUMD
Accuracy87.7
2
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