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Models/BiSeNet V2

BiSeNet V2

Reported on 12 benchmarks across 2 tasks · 1 paper

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

Medical6 results

Semantic SegmentationonCityscapes test
Frame (fps)· 2020-04-05
156
best: 188.6 (STDC2-50)
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation arXiv:2004.02147
Semantic SegmentationonCityscapes test
Time (ms)· 2020-04-05
6.4
best: 4000 (DeepLab)
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation arXiv:2004.02147
Semantic SegmentationonCamVid
Frame (fps)· 2020-04-05
124.5
best: 222.3 (PP-LiteSeg-T)
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation arXiv:2004.02147
Semantic SegmentationonCamVid
Time (ms)· 2020-04-05
8
best: 227 (Dilation10)
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation arXiv:2004.02147
Semantic SegmentationonCamVid
mIoU· 2020-04-05
72.4
best: 82 (PIDNet-M (Cityscapes-Pretrained))
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation arXiv:2004.02147
Semantic SegmentationonCOCO-Stuff
mIoU· 2020-04-05
25.2
best: 33.2 (Deeplab v2)
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation arXiv:2004.02147

Audio6 results

10-shot image generationonCityscapes test
Frame (fps)· 2020-04-05
156
best: 188.6 (STDC2-50)
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation arXiv:2004.02147
10-shot image generationonCityscapes test
Time (ms)· 2020-04-05
6.4
best: 4000 (DeepLab)
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation arXiv:2004.02147
10-shot image generationonCamVid
Frame (fps)· 2020-04-05
124.5
best: 222.3 (PP-LiteSeg-T)
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation arXiv:2004.02147
10-shot image generationonCamVid
Time (ms)· 2020-04-05
8
best: 227 (Dilation10)
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation arXiv:2004.02147
10-shot image generationonCamVid
mIoU· 2020-04-05
72.4
best: 82 (PIDNet-M (Cityscapes-Pretrained))
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation arXiv:2004.02147
10-shot image generationonCOCO-Stuff
mIoU· 2020-04-05
25.2
best: 33.2 (Deeplab v2)
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation arXiv:2004.02147