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Models/ColorMAE-Green-ViTB-1600

ColorMAE-Green-ViTB-1600

Reported on 20 benchmarks across 8 tasks · 1 paper · 18 SOTA

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

Methodology12 results

  • 3DonCOCO
    boxAP· 2024-07-17
    50.1
    SOTA
    ColorMAE: Exploring data-independent masking strategies in Masked AutoEncodersarXiv:2407.13036
  • 3DonCOCO
    boxAP50· 2024-07-17
    70.7
    SOTA
    ColorMAE: Exploring data-independent masking strategies in Masked AutoEncodersarXiv:2407.13036
  • 3DonCOCO
    boxAP75· 2024-07-17
    54.7
    SOTA
    ColorMAE: Exploring data-independent masking strategies in Masked AutoEncodersarXiv:2407.13036
  • 2D ClassificationonCOCO
    boxAP· 2024-07-17
    50.1
    SOTA
    ColorMAE: Exploring data-independent masking strategies in Masked AutoEncodersarXiv:2407.13036
  • 2D ClassificationonCOCO
    boxAP50· 2024-07-17
    70.7
    SOTA
    ColorMAE: Exploring data-independent masking strategies in Masked AutoEncodersarXiv:2407.13036
  • 2D ClassificationonCOCO
    boxAP75· 2024-07-17
    54.7
    SOTA
    ColorMAE: Exploring data-independent masking strategies in Masked AutoEncodersarXiv:2407.13036
  • 2D Object DetectiononCOCO
    boxAP· 2024-07-17
    50.1
    SOTA
    ColorMAE: Exploring data-independent masking strategies in Masked AutoEncodersarXiv:2407.13036
  • 2D Object DetectiononCOCO
    boxAP50· 2024-07-17
    70.7
    SOTA
    ColorMAE: Exploring data-independent masking strategies in Masked AutoEncodersarXiv:2407.13036
  • 2D Object DetectiononCOCO
    boxAP75· 2024-07-17
    54.7
    SOTA
    ColorMAE: Exploring data-independent masking strategies in Masked AutoEncodersarXiv:2407.13036
  • 16konCOCO
    boxAP· 2024-07-17
    50.1
    SOTA
    ColorMAE: Exploring data-independent masking strategies in Masked AutoEncodersarXiv:2407.13036
  • 16konCOCO
    boxAP50· 2024-07-17
    70.7
    SOTA
    ColorMAE: Exploring data-independent masking strategies in Masked AutoEncodersarXiv:2407.13036
  • 16konCOCO
    boxAP75· 2024-07-17
    54.7
    SOTA
    ColorMAE: Exploring data-independent masking strategies in Masked AutoEncodersarXiv:2407.13036

Computer Vision6 results

  • Object DetectiononCOCO
    boxAP· 2024-07-17
    50.1
    SOTA
    ColorMAE: Exploring data-independent masking strategies in Masked AutoEncodersarXiv:2407.13036
  • Object DetectiononCOCO
    boxAP50· 2024-07-17
    70.7
    SOTA
    ColorMAE: Exploring data-independent masking strategies in Masked AutoEncodersarXiv:2407.13036
  • Object DetectiononCOCO
    boxAP75· 2024-07-17
    54.7
    SOTA
    ColorMAE: Exploring data-independent masking strategies in Masked AutoEncodersarXiv:2407.13036
  • Instance SegmentationonCOCO
    maskAP· 2024-07-17
    44.4
    SOTA
    ColorMAE: Exploring data-independent masking strategies in Masked AutoEncodersarXiv:2407.13036
  • Instance SegmentationonCOCO
    maskAP50· 2024-07-17
    67.8
    SOTA
    ColorMAE: Exploring data-independent masking strategies in Masked AutoEncodersarXiv:2407.13036
  • Instance SegmentationonCOCO
    maskAP75· 2024-07-17
    48
    SOTA
    ColorMAE: Exploring data-independent masking strategies in Masked AutoEncodersarXiv:2407.13036

Medical1 result

  • Semantic SegmentationonADE20K
    Validation mIoU· 2024-07-17
    49.3
    best: 63.6 (ViT-P (InternImage-H))
    ColorMAE: Exploring data-independent masking strategies in Masked AutoEncodersarXiv:2407.13036

Audio1 result

  • 10-shot image generationonADE20K
    Validation mIoU· 2024-07-17
    49.3
    best: 63.6 (ViT-P (InternImage-H))
    ColorMAE: Exploring data-independent masking strategies in Masked AutoEncodersarXiv:2407.13036