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Models/CMNeXt

CMNeXt

Reported on 10 benchmarks across 2 tasks · 1 paper · 8 SOTA

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

Medical5 results

Semantic SegmentationonPorto
IoU· 2023-03-02
73.12
SOTA
Delivering Arbitrary-Modal Semantic Segmentation arXiv:2303.01480
Semantic SegmentationonDSEC
mIoU· 2023-03-02
72.54
best: 74.94 (BRENet)
SOTA
Delivering Arbitrary-Modal Semantic Segmentation arXiv:2303.01480
Semantic SegmentationonDDD17
mIoU· 2023-03-02
72.67
best: 78.56 (BRENet)
SOTA
Delivering Arbitrary-Modal Semantic Segmentation arXiv:2303.01480
Semantic SegmentationonBJRoad
IoU· 2023-03-02
63.22
SOTA
Delivering Arbitrary-Modal Semantic Segmentation arXiv:2303.01480
Semantic SegmentationonTLCGIS
IoU· 2023-03-02
82.26
best: 84.2 (SA-Gate)
Delivering Arbitrary-Modal Semantic Segmentation arXiv:2303.01480

Audio5 results

10-shot image generationonPorto
IoU· 2023-03-02
73.12
SOTA
Delivering Arbitrary-Modal Semantic Segmentation arXiv:2303.01480
10-shot image generationonDSEC
mIoU· 2023-03-02
72.54
best: 74.94 (BRENet)
SOTA
Delivering Arbitrary-Modal Semantic Segmentation arXiv:2303.01480
10-shot image generationonDDD17
mIoU· 2023-03-02
72.67
best: 78.56 (BRENet)
SOTA
Delivering Arbitrary-Modal Semantic Segmentation arXiv:2303.01480
10-shot image generationonBJRoad
IoU· 2023-03-02
63.22
SOTA
Delivering Arbitrary-Modal Semantic Segmentation arXiv:2303.01480
10-shot image generationonTLCGIS
IoU· 2023-03-02
82.26
best: 84.2 (SA-Gate)
Delivering Arbitrary-Modal Semantic Segmentation arXiv:2303.01480