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Models/MinkUNet

MinkUNet

Reported on 15 benchmarks across 3 tasks · 1 paper · 15 SOTA

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

Medical5 results

Semantic SegmentationonScanNet200
test mIoU· 2019-04-18
25.3
best: 44.9 (DITR)
SOTA
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks arXiv:1904.08755
Semantic SegmentationonScanNet200
val mIoU· 2019-04-18
25
best: 41.2 (DITR)
SOTA
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks arXiv:1904.08755
Semantic SegmentationonWildScenes
mIoU· 2019-04-18
36.53
best: 40.07 (Cylinder3D)
SOTA
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks arXiv:1904.08755
Semantic SegmentationonWildScenes
mIoU (Env DA)· 2019-04-18
30.78
SOTA
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks arXiv:1904.08755
Semantic SegmentationonWildScenes
mIoU (Temporal DA)· 2019-04-18
27.2
SOTA
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks arXiv:1904.08755

Computer Vision5 results

3D Semantic SegmentationonScanNet200
test mIoU· 2019-04-18
25.3
best: 44.9 (DITR)
SOTA
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks arXiv:1904.08755
3D Semantic SegmentationonScanNet200
val mIoU· 2019-04-18
25
best: 41.2 (DITR)
SOTA
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks arXiv:1904.08755
3D Semantic SegmentationonWildScenes
mIoU· 2019-04-18
36.53
best: 40.07 (Cylinder3D)
SOTA
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks arXiv:1904.08755
3D Semantic SegmentationonWildScenes
mIoU (Env DA)· 2019-04-18
30.78
SOTA
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks arXiv:1904.08755
3D Semantic SegmentationonWildScenes
mIoU (Temporal DA)· 2019-04-18
27.2
SOTA
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks arXiv:1904.08755

Audio5 results

10-shot image generationonScanNet200
test mIoU· 2019-04-18
25.3
best: 44.9 (DITR)
SOTA
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks arXiv:1904.08755
10-shot image generationonScanNet200
val mIoU· 2019-04-18
25
best: 41.2 (DITR)
SOTA
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks arXiv:1904.08755
10-shot image generationonWildScenes
mIoU· 2019-04-18
36.53
best: 40.07 (Cylinder3D)
SOTA
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks arXiv:1904.08755
10-shot image generationonWildScenes
mIoU (Env DA)· 2019-04-18
30.78
SOTA
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks arXiv:1904.08755
10-shot image generationonWildScenes
mIoU (Temporal DA)· 2019-04-18
27.2
SOTA
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks arXiv:1904.08755