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Models/LWF

LWF

Reported on 17 benchmarks across 6 tasks · 1 paper · 17 SOTA

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

Methodology12 results

Continual LearningonPASCAL VOC 2012
Mean IoU (val)· 2016-06-29
55
best: 82.6 (MBS)
SOTA
Learning without Forgetting arXiv:1606.09282
Continual LearningonPASCAL VOC 2012
mIoU· 2016-06-29
5.5
best: 80.6 (MBS)
SOTA
Learning without Forgetting arXiv:1606.09282
Continual LearningonPASCAL VOC 2012
Mean IoU· 2016-06-29
54.9
best: 79 (MBS)
SOTA
Learning without Forgetting arXiv:1606.09282
Class Incremental LearningonPASCAL VOC 2012
Mean IoU (val)· 2016-06-29
55
best: 82.6 (MBS)
SOTA
Learning without Forgetting arXiv:1606.09282
Class Incremental LearningonPASCAL VOC 2012
mIoU· 2016-06-29
5.5
best: 80.6 (MBS)
SOTA
Learning without Forgetting arXiv:1606.09282
Class Incremental LearningonPASCAL VOC 2012
Mean IoU· 2016-06-29
54.9
best: 79 (MBS)
SOTA
Learning without Forgetting arXiv:1606.09282
Continual LearningonPASCAL VOC 2012
mIoU· 2016-06-29
4.8
best: 80.6 (MBS)
Learning without Forgetting arXiv:1606.09282
Continual LearningonPASCAL VOC 2012
mIoU· 2016-06-29
5.3
best: 80.6 (MBS)
Learning without Forgetting arXiv:1606.09282
Continual LearningonPASCAL VOC 2012
mIoU· 2016-06-29
4.3
best: 80.6 (MBS)
Learning without Forgetting arXiv:1606.09282
Class Incremental LearningonPASCAL VOC 2012
mIoU· 2016-06-29
4.8
best: 80.6 (MBS)
Learning without Forgetting arXiv:1606.09282
Class Incremental LearningonPASCAL VOC 2012
mIoU· 2016-06-29
5.3
best: 80.6 (MBS)
Learning without Forgetting arXiv:1606.09282
Class Incremental LearningonPASCAL VOC 2012
mIoU· 2016-06-29
4.3
best: 80.6 (MBS)
Learning without Forgetting arXiv:1606.09282

Audio10 results

2D Semantic SegmentationonPASCAL VOC 2012
mIoU· 2016-06-29
5.5
best: 80.6 (MBS)
SOTA
Learning without Forgetting arXiv:1606.09282
2D Semantic SegmentationonPASCAL VOC 2012
Mean IoU· 2016-06-29
54.9
best: 79 (MBS)
SOTA
Learning without Forgetting arXiv:1606.09282
10-shot image generationonPASCAL VOC 2012
Mean IoU (val)· 2016-06-29
55
best: 82.6 (MBS)
SOTA
Learning without Forgetting arXiv:1606.09282
10-shot image generationonPASCAL VOC 2012
mIoU· 2016-06-29
5.5
best: 80.6 (MBS)
SOTA
Learning without Forgetting arXiv:1606.09282
10-shot image generationonPASCAL VOC 2012
Mean IoU· 2016-06-29
54.9
best: 79 (MBS)
SOTA
Learning without Forgetting arXiv:1606.09282
2D Semantic SegmentationonPASCAL VOC 2012
mIoU· 2016-06-29
5.3
best: 80.6 (MBS)
Learning without Forgetting arXiv:1606.09282
2D Semantic SegmentationonPASCAL VOC 2012
mIoU· 2016-06-29
4.3
best: 80.6 (MBS)
Learning without Forgetting arXiv:1606.09282
10-shot image generationonPASCAL VOC 2012
mIoU· 2016-06-29
4.8
best: 80.6 (MBS)
Learning without Forgetting arXiv:1606.09282
10-shot image generationonPASCAL VOC 2012
mIoU· 2016-06-29
5.3
best: 80.6 (MBS)
Learning without Forgetting arXiv:1606.09282
10-shot image generationonPASCAL VOC 2012
mIoU· 2016-06-29
4.3
best: 80.6 (MBS)
Learning without Forgetting arXiv:1606.09282

Medical6 results

Semantic SegmentationonPASCAL VOC 2012
Mean IoU (val)· 2016-06-29
55
best: 82.6 (MBS)
SOTA
Learning without Forgetting arXiv:1606.09282
Semantic SegmentationonPASCAL VOC 2012
mIoU· 2016-06-29
5.5
best: 80.6 (MBS)
SOTA
Learning without Forgetting arXiv:1606.09282
Semantic SegmentationonPASCAL VOC 2012
Mean IoU· 2016-06-29
54.9
best: 79 (MBS)
SOTA
Learning without Forgetting arXiv:1606.09282
Semantic SegmentationonPASCAL VOC 2012
mIoU· 2016-06-29
4.8
best: 80.6 (MBS)
Learning without Forgetting arXiv:1606.09282
Semantic SegmentationonPASCAL VOC 2012
mIoU· 2016-06-29
5.3
best: 80.6 (MBS)
Learning without Forgetting arXiv:1606.09282
Semantic SegmentationonPASCAL VOC 2012
mIoU· 2016-06-29
4.3
best: 80.6 (MBS)
Learning without Forgetting arXiv:1606.09282

Computer Vision6 results

Class-Incremental Semantic SegmentationonPASCAL VOC 2012
Mean IoU (val)· 2016-06-29
55
best: 82.6 (MBS)
SOTA
Learning without Forgetting arXiv:1606.09282
Class-Incremental Semantic SegmentationonPASCAL VOC 2012
mIoU· 2016-06-29
5.5
best: 80.6 (MBS)
SOTA
Learning without Forgetting arXiv:1606.09282
Class-Incremental Semantic SegmentationonPASCAL VOC 2012
Mean IoU· 2016-06-29
54.9
best: 79 (MBS)
SOTA
Learning without Forgetting arXiv:1606.09282
Class-Incremental Semantic SegmentationonPASCAL VOC 2012
mIoU· 2016-06-29
4.8
best: 80.6 (MBS)
Learning without Forgetting arXiv:1606.09282
Class-Incremental Semantic SegmentationonPASCAL VOC 2012
mIoU· 2016-06-29
5.3
best: 80.6 (MBS)
Learning without Forgetting arXiv:1606.09282
Class-Incremental Semantic SegmentationonPASCAL VOC 2012
mIoU· 2016-06-29
4.3
best: 80.6 (MBS)
Learning without Forgetting arXiv:1606.09282