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Models/BFANet

BFANet

Reported on 8 benchmarks across 3 tasks · 1 paper

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

Medical3 results

Semantic SegmentationonScanNet
val mIoU· 2025-03-16
78
best: 80.5 (DITR)
BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature Analysis arXiv:2503.12539
Semantic SegmentationonScanNet200
test mIoU· 2025-03-16
36
best: 44.9 (DITR)
BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature Analysis arXiv:2503.12539
Semantic SegmentationonScanNet200
val mIoU· 2025-03-16
37.3
best: 41.2 (DITR)
BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature Analysis arXiv:2503.12539

Audio3 results

10-shot image generationonScanNet
val mIoU· 2025-03-16
78
best: 80.5 (DITR)
BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature Analysis arXiv:2503.12539
10-shot image generationonScanNet200
test mIoU· 2025-03-16
36
best: 44.9 (DITR)
BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature Analysis arXiv:2503.12539
10-shot image generationonScanNet200
val mIoU· 2025-03-16
37.3
best: 41.2 (DITR)
BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature Analysis arXiv:2503.12539

Computer Vision2 results

3D Semantic SegmentationonScanNet200
test mIoU· 2025-03-16
36
best: 44.9 (DITR)
BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature Analysis arXiv:2503.12539
3D Semantic SegmentationonScanNet200
val mIoU· 2025-03-16
37.3
best: 41.2 (DITR)
BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature Analysis arXiv:2503.12539