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Models/YOLOv8+ResCBAM

YOLOv8+ResCBAM

Reported on 10 benchmarks across 5 tasks · 1 paper · 5 SOTA

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

Methodology16 results

  • 3DonGRAZPEDWRI-DX
    AP50· 2024-02-14
    65.8
    best: 67.07 (YOLOv8+SE)
    SOTA
    YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture DetectionarXiv:2402.09329
  • 2D ClassificationonGRAZPEDWRI-DX
    AP50· 2024-02-14
    65.8
    best: 67.07 (YOLOv8+SE)
    SOTA
    YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture DetectionarXiv:2402.09329
  • 2D Object DetectiononGRAZPEDWRI-DX
    AP50· 2024-02-14
    65.8
    best: 67.07 (YOLOv8+SE)
    SOTA
    YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture DetectionarXiv:2402.09329
  • 16konGRAZPEDWRI-DX
    AP50· 2024-02-14
    65.8
    best: 67.07 (YOLOv8+SE)
    SOTA
    YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture DetectionarXiv:2402.09329
  • 3DonGRAZPEDWRI-DX
    F1-score· 2024-02-14
    0.64
    best: 0.66 (YOLOv8+SE)
    YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture DetectionarXiv:2402.09329
  • 3DonGRAZPEDWRI-DX
    AP50· 2024-02-14
    65.8
    best: 67.07 (YOLOv8+SE)
    YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture DetectionarXiv:2402.09329
  • 3DonGRAZPEDWRI-DX
    F1-score· 2024-02-14
    0.64
    best: 0.66 (YOLOv8+SE)
    YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture DetectionarXiv:2402.09329
  • 2D ClassificationonGRAZPEDWRI-DX
    F1-score· 2024-02-14
    0.64
    best: 0.66 (YOLOv8+SE)
    YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture DetectionarXiv:2402.09329
  • 2D ClassificationonGRAZPEDWRI-DX
    AP50· 2024-02-14
    65.8
    best: 67.07 (YOLOv8+SE)
    YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture DetectionarXiv:2402.09329
  • 2D ClassificationonGRAZPEDWRI-DX
    F1-score· 2024-02-14
    0.64
    best: 0.66 (YOLOv8+SE)
    YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture DetectionarXiv:2402.09329
  • 2D Object DetectiononGRAZPEDWRI-DX
    F1-score· 2024-02-14
    0.64
    best: 0.66 (YOLOv8+SE)
    YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture DetectionarXiv:2402.09329
  • 2D Object DetectiononGRAZPEDWRI-DX
    AP50· 2024-02-14
    65.8
    best: 67.07 (YOLOv8+SE)
    YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture DetectionarXiv:2402.09329
  • 2D Object DetectiononGRAZPEDWRI-DX
    F1-score· 2024-02-14
    0.64
    best: 0.66 (YOLOv8+SE)
    YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture DetectionarXiv:2402.09329
  • 16konGRAZPEDWRI-DX
    F1-score· 2024-02-14
    0.64
    best: 0.66 (YOLOv8+SE)
    YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture DetectionarXiv:2402.09329
  • 16konGRAZPEDWRI-DX
    AP50· 2024-02-14
    65.8
    best: 67.07 (YOLOv8+SE)
    YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture DetectionarXiv:2402.09329
  • 16konGRAZPEDWRI-DX
    F1-score· 2024-02-14
    0.64
    best: 0.66 (YOLOv8+SE)
    YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture DetectionarXiv:2402.09329

Computer Vision4 results

  • Object DetectiononGRAZPEDWRI-DX
    AP50· 2024-02-14
    65.8
    best: 67.07 (YOLOv8+SE)
    SOTA
    YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture DetectionarXiv:2402.09329
  • Object DetectiononGRAZPEDWRI-DX
    F1-score· 2024-02-14
    0.64
    best: 0.66 (YOLOv8+SE)
    YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture DetectionarXiv:2402.09329
  • Object DetectiononGRAZPEDWRI-DX
    AP50· 2024-02-14
    65.8
    best: 67.07 (YOLOv8+SE)
    YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture DetectionarXiv:2402.09329
  • Object DetectiononGRAZPEDWRI-DX
    F1-score· 2024-02-14
    0.64
    best: 0.66 (YOLOv8+SE)
    YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture DetectionarXiv:2402.09329