MogaNet-S (Semantic FPN)

Reported on 4 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.

Medical2 results

Semantic SegmentationonADE20K
GFLOPs (512 x 512)· 2022-11-07
189
best: 3335 (ConvNeXt-XL++)
MogaNet: Multi-order Gated Aggregation Network arXiv:2211.03295
Semantic SegmentationonADE20K
Validation mIoU· 2022-11-07
47.7
best: 63.6 (ViT-P (InternImage-H))
MogaNet: Multi-order Gated Aggregation Network arXiv:2211.03295

Audio2 results

10-shot image generationonADE20K
GFLOPs (512 x 512)· 2022-11-07
189
best: 3335 (ConvNeXt-XL++)
MogaNet: Multi-order Gated Aggregation Network arXiv:2211.03295
10-shot image generationonADE20K
Validation mIoU· 2022-11-07
47.7
best: 63.6 (ViT-P (InternImage-H))
MogaNet: Multi-order Gated Aggregation Network arXiv:2211.03295