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Models/ViT-G12X4

ViT-G12X4

Reported on 11 benchmarks across 7 tasks · 1 paper · 9 SOTA

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

Methodology4 results

  • 3DonDIOR-R
    mAP· 2023-04-11
    73.6
    best: 74.54 (MAE+MTP(ViT-L+RVSA))
    SOTA
    A Billion-scale Foundation Model for Remote Sensing ImagesarXiv:2304.05215
  • 2D ClassificationonDIOR-R
    mAP· 2023-04-11
    73.6
    best: 74.54 (MAE+MTP(ViT-L+RVSA))
    SOTA
    A Billion-scale Foundation Model for Remote Sensing ImagesarXiv:2304.05215
  • 2D Object DetectiononDIOR-R
    mAP· 2023-04-11
    73.6
    best: 74.54 (MAE+MTP(ViT-L+RVSA))
    SOTA
    A Billion-scale Foundation Model for Remote Sensing ImagesarXiv:2304.05215
  • 16konDIOR-R
    mAP· 2023-04-11
    73.6
    best: 74.54 (MAE+MTP(ViT-L+RVSA))
    SOTA
    A Billion-scale Foundation Model for Remote Sensing ImagesarXiv:2304.05215

Medical3 results

  • Semantic SegmentationonLoveDA
    Category mIoU· uses extra data· 2023-04-11
    54.4
    best: 56.16 (U-Net (MaxViT-S))
    SOTA
    A Billion-scale Foundation Model for Remote Sensing ImagesarXiv:2304.05215
  • Semantic SegmentationonISPRS Potsdam
    Overall Accuracy· 2023-04-11
    92.58
    best: 93.9 (AerialFormer-B)
    SOTA
    A Billion-scale Foundation Model for Remote Sensing ImagesarXiv:2304.05215
  • Semantic SegmentationonISPRS Potsdam
    Mean F1· 2023-04-11
    92.12
    best: 94.7 (D2LS)
    A Billion-scale Foundation Model for Remote Sensing ImagesarXiv:2304.05215

Audio3 results

  • 10-shot image generationonLoveDA
    Category mIoU· uses extra data· 2023-04-11
    54.4
    best: 56.16 (U-Net (MaxViT-S))
    SOTA
    A Billion-scale Foundation Model for Remote Sensing ImagesarXiv:2304.05215
  • 10-shot image generationonISPRS Potsdam
    Overall Accuracy· 2023-04-11
    92.58
    best: 93.9 (AerialFormer-B)
    SOTA
    A Billion-scale Foundation Model for Remote Sensing ImagesarXiv:2304.05215
  • 10-shot image generationonISPRS Potsdam
    Mean F1· 2023-04-11
    92.12
    best: 94.7 (D2LS)
    A Billion-scale Foundation Model for Remote Sensing ImagesarXiv:2304.05215

Computer Vision1 result

  • Object DetectiononDIOR-R
    mAP· 2023-04-11
    73.6
    best: 74.54 (MAE+MTP(ViT-L+RVSA))
    SOTA
    A Billion-scale Foundation Model for Remote Sensing ImagesarXiv:2304.05215