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Models/UGainS

UGainS

Reported on 12 benchmarks across 6 tasks · 1 paper · 12 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology8 results

3DonOoDIS
AP· 2023-08-03
11.14
SOTA
UGainS: Uncertainty Guided Anomaly Instance Segmentation arXiv:2308.02046
3DonOoDIS
AP50· 2023-08-03
16.75
SOTA
UGainS: Uncertainty Guided Anomaly Instance Segmentation arXiv:2308.02046
2D ClassificationonOoDIS
AP· 2023-08-03
11.14
SOTA
UGainS: Uncertainty Guided Anomaly Instance Segmentation arXiv:2308.02046
2D ClassificationonOoDIS
AP50· 2023-08-03
16.75
SOTA
UGainS: Uncertainty Guided Anomaly Instance Segmentation arXiv:2308.02046
2D Object DetectiononOoDIS
AP· 2023-08-03
11.14
SOTA
UGainS: Uncertainty Guided Anomaly Instance Segmentation arXiv:2308.02046
2D Object DetectiononOoDIS
AP50· 2023-08-03
16.75
SOTA
UGainS: Uncertainty Guided Anomaly Instance Segmentation arXiv:2308.02046
16konOoDIS
AP· 2023-08-03
11.14
SOTA
UGainS: Uncertainty Guided Anomaly Instance Segmentation arXiv:2308.02046
16konOoDIS
AP50· 2023-08-03
16.75
SOTA
UGainS: Uncertainty Guided Anomaly Instance Segmentation arXiv:2308.02046

Computer Vision4 results

Object DetectiononOoDIS
AP· 2023-08-03
11.14
SOTA
UGainS: Uncertainty Guided Anomaly Instance Segmentation arXiv:2308.02046
Object DetectiononOoDIS
AP50· 2023-08-03
16.75
SOTA
UGainS: Uncertainty Guided Anomaly Instance Segmentation arXiv:2308.02046
Instance SegmentationonOoDIS
AP· 2023-08-03
25.19
SOTA
UGainS: Uncertainty Guided Anomaly Instance Segmentation arXiv:2308.02046
Instance SegmentationonOoDIS
AP50· 2023-08-03
42.81
SOTA
UGainS: Uncertainty Guided Anomaly Instance Segmentation arXiv:2308.02046