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Models/DAVE

DAVE

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

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

Computer Vision12 results

  • Object CountingonFSC147
    MAE(test)· 2024-04-25
    8.66
    best: 5.74 (CountGD)
    SOTA
    DAVE -- A Detect-and-Verify Paradigm for Low-Shot CountingarXiv:2404.16622
  • Object CountingonFSC147
    MAE(val)· 2024-04-25
    8.91
    best: 7.1 (CountGD)
    SOTA
    DAVE -- A Detect-and-Verify Paradigm for Low-Shot CountingarXiv:2404.16622
  • Object CountingonFSC147
    RMSE(test)· 2024-04-25
    32.36
    best: 24.09 (CountGD)
    SOTA
    DAVE -- A Detect-and-Verify Paradigm for Low-Shot CountingarXiv:2404.16622
  • Object CountingonFSC147
    RMSE(val)· 2024-04-25
    28.08
    best: 26.08 (CountGD)
    SOTA
    DAVE -- A Detect-and-Verify Paradigm for Low-Shot CountingarXiv:2404.16622
  • Object CountingonFSC147
    AP(test)· 2024-04-25
    26.81
    best: 43.42 (GeCo)
    SOTA
    DAVE -- A Detect-and-Verify Paradigm for Low-Shot CountingarXiv:2404.16622
  • Object CountingonFSC147
    AP50(test)· 2024-04-25
    62.82
    best: 75.06 (GeCo)
    SOTA
    DAVE -- A Detect-and-Verify Paradigm for Low-Shot CountingarXiv:2404.16622
  • Object CountingonFSC147
    MAE(test)· 2024-04-25
    15.14
    best: 5.74 (CountGD)
    DAVE -- A Detect-and-Verify Paradigm for Low-Shot CountingarXiv:2404.16622
  • Object CountingonFSC147
    MAE(val)· 2024-04-25
    15.54
    best: 7.1 (CountGD)
    DAVE -- A Detect-and-Verify Paradigm for Low-Shot CountingarXiv:2404.16622
  • Object CountingonFSC147
    RMSE(test)· 2024-04-25
    103.49
    best: 24.09 (CountGD)
    DAVE -- A Detect-and-Verify Paradigm for Low-Shot CountingarXiv:2404.16622
  • Object CountingonFSC147
    RMSE(val)· 2024-04-25
    52.67
    best: 26.08 (CountGD)
    DAVE -- A Detect-and-Verify Paradigm for Low-Shot CountingarXiv:2404.16622
  • Object CountingonFSC147
    MAE(test)· 2024-04-25
    10.45
    best: 5.74 (CountGD)
    DAVE -- A Detect-and-Verify Paradigm for Low-Shot CountingarXiv:2404.16622
  • Object CountingonFSC147
    RMSE(test)· 2024-04-25
    74.51
    best: 24.09 (CountGD)
    DAVE -- A Detect-and-Verify Paradigm for Low-Shot CountingarXiv:2404.16622