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Models/CMX (B2)

CMX (B2)

Reported on 8 benchmarks across 4 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 SegmentationonCityscapes val
    mIoU· 2022-03-09
    81.6
    best: 90.3 (EfficientPS (Cityscapes-fine))
    CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with TransformersarXiv:2203.04838
  • Semantic SegmentationonEventScape
    mIoU· 2022-03-09
    61.9
    best: 64.28 (CMX (B4))
    CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with TransformersarXiv:2203.04838
  • Semantic SegmentationonMFN Dataset
    mIOU· 2022-03-09
    58.2
    best: 62.7 (RoadFormer+ (ConvNeXt-L))
    CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with TransformersarXiv:2203.04838

Audio3 results

  • 10-shot image generationonCityscapes val
    mIoU· 2022-03-09
    81.6
    best: 90.3 (EfficientPS (Cityscapes-fine))
    CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with TransformersarXiv:2203.04838
  • 10-shot image generationonEventScape
    mIoU· 2022-03-09
    61.9
    best: 64.28 (CMX (B4))
    CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with TransformersarXiv:2203.04838
  • 10-shot image generationonMFN Dataset
    mIOU· 2022-03-09
    58.2
    best: 62.7 (RoadFormer+ (ConvNeXt-L))
    CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with TransformersarXiv:2203.04838

Computer Vision1 result

  • Scene SegmentationonMFN Dataset
    mIOU· 2022-03-09
    58.2
    best: 62.7 (RoadFormer+ (ConvNeXt-L))
    CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with TransformersarXiv:2203.04838

Methodology1 result

  • 2D Object DetectiononMFN Dataset
    mIOU· 2022-03-09
    58.2
    best: 62.7 (RoadFormer+ (ConvNeXt-L))
    CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with TransformersarXiv:2203.04838