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Models/PLOPLong

PLOPLong

Reported on 11 benchmarks across 6 tasks · 1 paper

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

Methodology6 results

Continual LearningonPASCAL VOC 2012
mIoU· 2021-06-29
40.83
best: 80.6 (MBS)
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation arXiv:2106.15287
Continual LearningonPASCAL VOC 2012
Mean IoU (val)· 2021-06-29
69.37
best: 82.6 (MBS)
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation arXiv:2106.15287
Continual LearningonPASCAL VOC 2012
mIoU· 2021-06-29
61.21
best: 80.6 (MBS)
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation arXiv:2106.15287
Class Incremental LearningonPASCAL VOC 2012
mIoU· 2021-06-29
40.83
best: 80.6 (MBS)
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation arXiv:2106.15287
Class Incremental LearningonPASCAL VOC 2012
Mean IoU (val)· 2021-06-29
69.37
best: 82.6 (MBS)
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation arXiv:2106.15287
Class Incremental LearningonPASCAL VOC 2012
mIoU· 2021-06-29
61.21
best: 80.6 (MBS)
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation arXiv:2106.15287

Audio4 results

2D Semantic SegmentationonPASCAL VOC 2012
mIoU· 2021-06-29
61.21
best: 80.6 (MBS)
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation arXiv:2106.15287
10-shot image generationonPASCAL VOC 2012
mIoU· 2021-06-29
40.83
best: 80.6 (MBS)
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation arXiv:2106.15287
10-shot image generationonPASCAL VOC 2012
Mean IoU (val)· 2021-06-29
69.37
best: 82.6 (MBS)
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation arXiv:2106.15287
10-shot image generationonPASCAL VOC 2012
mIoU· 2021-06-29
61.21
best: 80.6 (MBS)
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation arXiv:2106.15287

Medical3 results

Semantic SegmentationonPASCAL VOC 2012
mIoU· 2021-06-29
40.83
best: 80.6 (MBS)
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation arXiv:2106.15287
Semantic SegmentationonPASCAL VOC 2012
Mean IoU (val)· 2021-06-29
69.37
best: 82.6 (MBS)
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation arXiv:2106.15287
Semantic SegmentationonPASCAL VOC 2012
mIoU· 2021-06-29
61.21
best: 80.6 (MBS)
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation arXiv:2106.15287

Computer Vision3 results

Class-Incremental Semantic SegmentationonPASCAL VOC 2012
mIoU· 2021-06-29
40.83
best: 80.6 (MBS)
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation arXiv:2106.15287
Class-Incremental Semantic SegmentationonPASCAL VOC 2012
Mean IoU (val)· 2021-06-29
69.37
best: 82.6 (MBS)
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation arXiv:2106.15287
Class-Incremental Semantic SegmentationonPASCAL VOC 2012
mIoU· 2021-06-29
61.21
best: 80.6 (MBS)
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation arXiv:2106.15287