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Models/BAAF-Net

BAAF-Net

Reported on 12 benchmarks across 2 tasks · 1 paper · 2 SOTA

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

Medical6 results

Semantic SegmentationonS3DIS
mAcc· 2021-03-12
83.1
best: 89.9 (Sonata + PTv3)
SOTA
Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion arXiv:2103.07074
Semantic SegmentationonS3DIS Area5
mAcc· 2021-03-12
73.1
best: 81.6 (Sonata + PTv3)
Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion arXiv:2103.07074
Semantic SegmentationonS3DIS Area5
mIoU· 2021-03-12
65.4
best: 76 (Sonata + PTv3)
Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion arXiv:2103.07074
Semantic SegmentationonS3DIS Area5
oAcc· 2021-03-12
88.9
best: 93 (Sonata + PTv3)
Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion arXiv:2103.07074
Semantic SegmentationonS3DIS
Mean IoU· 2021-03-12
72.2
best: 82.3 (Sonata + PTv3)
Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion arXiv:2103.07074
Semantic SegmentationonS3DIS
oAcc· 2021-03-12
88.9
best: 93.3 (Sonata + PTv3)
Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion arXiv:2103.07074

Audio6 results

10-shot image generationonS3DIS
mAcc· 2021-03-12
83.1
best: 89.9 (Sonata + PTv3)
SOTA
Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion arXiv:2103.07074
10-shot image generationonS3DIS Area5
mAcc· 2021-03-12
73.1
best: 81.6 (Sonata + PTv3)
Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion arXiv:2103.07074
10-shot image generationonS3DIS Area5
mIoU· 2021-03-12
65.4
best: 76 (Sonata + PTv3)
Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion arXiv:2103.07074
10-shot image generationonS3DIS Area5
oAcc· 2021-03-12
88.9
best: 93 (Sonata + PTv3)
Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion arXiv:2103.07074
10-shot image generationonS3DIS
Mean IoU· 2021-03-12
72.2
best: 82.3 (Sonata + PTv3)
Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion arXiv:2103.07074
10-shot image generationonS3DIS
oAcc· 2021-03-12
88.9
best: 93.3 (Sonata + PTv3)
Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion arXiv:2103.07074