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Models/RCNet-101

RCNet-101

Reported on 27 benchmarks across 6 tasks · 1 paper · 5 SOTA

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

Methodology20 results

Continual LearningonADE20K
Mean IoU (test) · 2022-03-10
32.1
best: 44.5 (MBS)
SOTA
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Class Incremental LearningonADE20K
Mean IoU (test) · 2022-03-10
32.1
best: 44.5 (MBS)
SOTA
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Continual LearningonPASCAL VOC 2012
mIoU· 2022-03-10
34.3
best: 80.6 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Continual LearningonPASCAL VOC 2012
Mean IoU (val)· 2022-03-10
72.4
best: 82.6 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Continual LearningonPASCAL VOC 2012
mIoU· 2022-03-10
59.4
best: 80.6 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Continual LearningonPASCAL VOC 2012
mIoU· 2022-03-10
54.7
best: 80.6 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Continual LearningonPASCAL VOC 2012
Mean IoU· 2022-03-10
67.3
best: 79 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Continual LearningonADE20K
mIoU· 2022-03-10
29.6
best: 45.7 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Continual LearningonPASCAL VOC 2012
mIoU· 2022-03-10
18.2
best: 80.6 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Continual LearningonADE20K
mIoU· 2022-03-10
34.5
best: 45.7 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Continual LearningonADE20K
mIoU· 2022-03-10
32.5
best: 45.7 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Class Incremental LearningonPASCAL VOC 2012
mIoU· 2022-03-10
34.3
best: 80.6 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Class Incremental LearningonPASCAL VOC 2012
Mean IoU (val)· 2022-03-10
72.4
best: 82.6 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Class Incremental LearningonPASCAL VOC 2012
mIoU· 2022-03-10
59.4
best: 80.6 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Class Incremental LearningonPASCAL VOC 2012
mIoU· 2022-03-10
54.7
best: 80.6 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Class Incremental LearningonPASCAL VOC 2012
Mean IoU· 2022-03-10
67.3
best: 79 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Class Incremental LearningonADE20K
mIoU· 2022-03-10
29.6
best: 45.7 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Class Incremental LearningonPASCAL VOC 2012
mIoU· 2022-03-10
18.2
best: 80.6 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Class Incremental LearningonADE20K
mIoU· 2022-03-10
34.5
best: 45.7 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Class Incremental LearningonADE20K
mIoU· 2022-03-10
32.5
best: 45.7 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402

Audio14 results

10-shot image generationonADE20K
Mean IoU (test) · 2022-03-10
32.1
best: 44.5 (MBS)
SOTA
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
2D Semantic SegmentationonPASCAL VOC 2012
mIoU· 2022-03-10
59.4
best: 80.6 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
2D Semantic SegmentationonPASCAL VOC 2012
mIoU· 2022-03-10
54.7
best: 80.6 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
2D Semantic SegmentationonPASCAL VOC 2012
Mean IoU· 2022-03-10
67.3
best: 79 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
2D Semantic SegmentationonPASCAL VOC 2012
mIoU· 2022-03-10
18.2
best: 80.6 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
10-shot image generationonPASCAL VOC 2012
mIoU· 2022-03-10
34.3
best: 80.6 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
10-shot image generationonPASCAL VOC 2012
Mean IoU (val)· 2022-03-10
72.4
best: 82.6 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
10-shot image generationonPASCAL VOC 2012
mIoU· 2022-03-10
59.4
best: 80.6 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
10-shot image generationonPASCAL VOC 2012
mIoU· 2022-03-10
54.7
best: 80.6 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
10-shot image generationonPASCAL VOC 2012
Mean IoU· 2022-03-10
67.3
best: 79 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
10-shot image generationonADE20K
mIoU· 2022-03-10
29.6
best: 45.7 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
10-shot image generationonPASCAL VOC 2012
mIoU· 2022-03-10
18.2
best: 80.6 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
10-shot image generationonADE20K
mIoU· 2022-03-10
34.5
best: 45.7 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
10-shot image generationonADE20K
mIoU· 2022-03-10
32.5
best: 45.7 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402

Medical10 results

Semantic SegmentationonADE20K
Mean IoU (test) · 2022-03-10
32.1
best: 44.5 (MBS)
SOTA
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Semantic SegmentationonPASCAL VOC 2012
mIoU· 2022-03-10
34.3
best: 80.6 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Semantic SegmentationonPASCAL VOC 2012
Mean IoU (val)· 2022-03-10
72.4
best: 82.6 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Semantic SegmentationonPASCAL VOC 2012
mIoU· 2022-03-10
59.4
best: 80.6 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Semantic SegmentationonPASCAL VOC 2012
mIoU· 2022-03-10
54.7
best: 80.6 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Semantic SegmentationonPASCAL VOC 2012
Mean IoU· 2022-03-10
67.3
best: 79 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Semantic SegmentationonADE20K
mIoU· 2022-03-10
29.6
best: 45.7 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Semantic SegmentationonPASCAL VOC 2012
mIoU· 2022-03-10
18.2
best: 80.6 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Semantic SegmentationonADE20K
mIoU· 2022-03-10
34.5
best: 45.7 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Semantic SegmentationonADE20K
mIoU· 2022-03-10
32.5
best: 45.7 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402

Computer Vision10 results

Class-Incremental Semantic SegmentationonADE20K
Mean IoU (test) · 2022-03-10
32.1
best: 44.5 (MBS)
SOTA
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Class-Incremental Semantic SegmentationonPASCAL VOC 2012
mIoU· 2022-03-10
34.3
best: 80.6 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Class-Incremental Semantic SegmentationonPASCAL VOC 2012
Mean IoU (val)· 2022-03-10
72.4
best: 82.6 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Class-Incremental Semantic SegmentationonPASCAL VOC 2012
mIoU· 2022-03-10
59.4
best: 80.6 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Class-Incremental Semantic SegmentationonPASCAL VOC 2012
mIoU· 2022-03-10
54.7
best: 80.6 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Class-Incremental Semantic SegmentationonPASCAL VOC 2012
Mean IoU· 2022-03-10
67.3
best: 79 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Class-Incremental Semantic SegmentationonADE20K
mIoU· 2022-03-10
29.6
best: 45.7 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Class-Incremental Semantic SegmentationonPASCAL VOC 2012
mIoU· 2022-03-10
18.2
best: 80.6 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Class-Incremental Semantic SegmentationonADE20K
mIoU· 2022-03-10
34.5
best: 45.7 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402
Class-Incremental Semantic SegmentationonADE20K
mIoU· 2022-03-10
32.5
best: 45.7 (MBS)
Representation Compensation Networks for Continual Semantic Segmentation arXiv:2203.05402