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Models/Eff-B7 NAS-FPN (1280, Copy-Paste pre-training))

Eff-B7 NAS-FPN (1280, Copy-Paste pre-training))

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

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

Methodology4 results

  • 3DonLVIS v1.0 val
    box AP· 2020-12-13
    41.6
    best: 68 (Co-DETR (single-scale))
    SOTA
    Simple Copy-Paste is a Strong Data Augmentation Method for Instance SegmentationarXiv:2012.07177
  • 2D ClassificationonLVIS v1.0 val
    box AP· 2020-12-13
    41.6
    best: 68 (Co-DETR (single-scale))
    SOTA
    Simple Copy-Paste is a Strong Data Augmentation Method for Instance SegmentationarXiv:2012.07177
  • 2D Object DetectiononLVIS v1.0 val
    box AP· 2020-12-13
    41.6
    best: 68 (Co-DETR (single-scale))
    SOTA
    Simple Copy-Paste is a Strong Data Augmentation Method for Instance SegmentationarXiv:2012.07177
  • 16konLVIS v1.0 val
    box AP· 2020-12-13
    41.6
    best: 68 (Co-DETR (single-scale))
    SOTA
    Simple Copy-Paste is a Strong Data Augmentation Method for Instance SegmentationarXiv:2012.07177

Computer Vision2 results

  • Object DetectiononLVIS v1.0 val
    box AP· 2020-12-13
    41.6
    best: 68 (Co-DETR (single-scale))
    SOTA
    Simple Copy-Paste is a Strong Data Augmentation Method for Instance SegmentationarXiv:2012.07177
  • Instance SegmentationonLVIS v1.0 val
    mask AP· 2020-12-13
    38.1
    best: 60.7 (Co-DETR (single-scale))
    SOTA
    Simple Copy-Paste is a Strong Data Augmentation Method for Instance SegmentationarXiv:2012.07177