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Models/CMNeXt (RGB-D-E-LiDAR)

CMNeXt (RGB-D-E-LiDAR)

Reported on 6 benchmarks across 2 tasks · 1 paper · 6 SOTA

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

Medical3 results

Semantic SegmentationonDELIVER
mIoU· 2023-03-02
66.3
best: 67.8 (CAFuser)
SOTA
Delivering Arbitrary-Modal Semantic Segmentation arXiv:2303.01480
Semantic SegmentationonKITTI-360
mIoU· 2023-03-02
67.84
best: 68.74 (DiPFormer)
SOTA
Delivering Arbitrary-Modal Semantic Segmentation arXiv:2303.01480
Semantic SegmentationonDeLiVER
mIoU· 2023-03-02
66.3
best: 68.6 (CAFuser-CAA)
SOTA
Delivering Arbitrary-Modal Semantic Segmentation arXiv:2303.01480

Audio3 results

10-shot image generationonDELIVER
mIoU· 2023-03-02
66.3
best: 67.8 (CAFuser)
SOTA
Delivering Arbitrary-Modal Semantic Segmentation arXiv:2303.01480
10-shot image generationonKITTI-360
mIoU· 2023-03-02
67.84
best: 68.74 (DiPFormer)
SOTA
Delivering Arbitrary-Modal Semantic Segmentation arXiv:2303.01480
10-shot image generationonDeLiVER
mIoU· 2023-03-02
66.3
best: 68.6 (CAFuser-CAA)
SOTA
Delivering Arbitrary-Modal Semantic Segmentation arXiv:2303.01480