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Models/Swin Transformer + Hierarchical design

Swin Transformer + Hierarchical design

Reported on 12 benchmarks across 6 tasks

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

Methodology8 results

  • 3DonSOD4SB Private Test
    AP50· uses extra data
    22.6
    best: 30.3 (Weighted Box Fusion (WBF))
  • 3DonSOD4SB Public Test
    AP50· uses extra data
    70.2
    best: 77.6 (Weighted Box Fusion (WBF))
  • 2D ClassificationonSOD4SB Private Test
    AP50· uses extra data
    22.6
    best: 30.3 (Weighted Box Fusion (WBF))
  • 2D ClassificationonSOD4SB Public Test
    AP50· uses extra data
    70.2
    best: 77.6 (Weighted Box Fusion (WBF))
  • 2D Object DetectiononSOD4SB Private Test
    AP50· uses extra data
    22.6
    best: 30.3 (Weighted Box Fusion (WBF))
  • 2D Object DetectiononSOD4SB Public Test
    AP50· uses extra data
    70.2
    best: 77.6 (Weighted Box Fusion (WBF))
  • 16konSOD4SB Private Test
    AP50· uses extra data
    22.6
    best: 30.3 (Weighted Box Fusion (WBF))
  • 16konSOD4SB Public Test
    AP50· uses extra data
    70.2
    best: 77.6 (Weighted Box Fusion (WBF))

Computer Vision4 results

  • Object DetectiononSOD4SB Private Test
    AP50· uses extra data
    22.6
    best: 30.3 (Weighted Box Fusion (WBF))
  • Object DetectiononSOD4SB Public Test
    AP50· uses extra data
    70.2
    best: 77.6 (Weighted Box Fusion (WBF))
  • Small Object DetectiononSOD4SB Private Test
    AP50· uses extra data
    22.6
    best: 30.3 (Weighted Box Fusion (WBF))
  • Small Object DetectiononSOD4SB Public Test
    AP50· uses extra data
    70.2
    best: 77.6 (Weighted Box Fusion (WBF))