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Models/YOLOX-X (Modified CSP v5)

YOLOX-X (Modified CSP v5)

Reported on 35 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.

Methodology28 results

  • 3DonCOCO test-dev
    Params (M)· 2021-07-18
    99.1
    best: 3000 (SwinV2-G (HTC++))
    SOTA
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • 2D ClassificationonCOCO test-dev
    Params (M)· 2021-07-18
    99.1
    best: 3000 (SwinV2-G (HTC++))
    SOTA
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • 2D Object DetectiononCOCO test-dev
    Params (M)· 2021-07-18
    99.1
    best: 3000 (SwinV2-G (HTC++))
    SOTA
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • 16konCOCO test-dev
    Params (M)· 2021-07-18
    99.1
    best: 3000 (SwinV2-G (HTC++))
    SOTA
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • 3DonCOCO test-dev
    AP50· 2021-07-18
    69.6
    best: 95 (ViTPose (ViTAE-G, ensemble))
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • 3DonCOCO test-dev
    AP75· 2021-07-18
    55.7
    best: 88.2 (ViTPose (ViTAE-G, ensemble))
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • 3DonCOCO test-dev
    APL· 2021-07-18
    66.1
    best: 86.5 (PoseBH-H)
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • 3DonCOCO test-dev
    APM· 2021-07-18
    56.1
    best: 83.8 (4xRSN-50 (ensemble))
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • 3DonCOCO test-dev
    APS· 2021-07-18
    31.2
    best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • 3DonCOCO test-dev
    box mAP· 2021-07-18
    51.2
    best: 66 (Co-DETR)
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • 2D ClassificationonCOCO test-dev
    AP50· 2021-07-18
    69.6
    best: 82.1 (Plain-DETR (Swin-L))
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • 2D ClassificationonCOCO test-dev
    AP75· 2021-07-18
    55.7
    best: 71.7 (EVA)
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • 2D ClassificationonCOCO test-dev
    APL· 2021-07-18
    66.1
    best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • 2D ClassificationonCOCO test-dev
    APM· 2021-07-18
    56.1
    best: 67.7 (EVA)
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • 2D ClassificationonCOCO test-dev
    APS· 2021-07-18
    31.2
    best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • 2D ClassificationonCOCO test-dev
    box mAP· 2021-07-18
    51.2
    best: 66 (Co-DETR)
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • 2D Object DetectiononCOCO test-dev
    AP50· 2021-07-18
    69.6
    best: 82.1 (Plain-DETR (Swin-L))
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • 2D Object DetectiononCOCO test-dev
    AP75· 2021-07-18
    55.7
    best: 71.7 (EVA)
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • 2D Object DetectiononCOCO test-dev
    APL· 2021-07-18
    66.1
    best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • 2D Object DetectiononCOCO test-dev
    APM· 2021-07-18
    56.1
    best: 67.7 (EVA)
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • 2D Object DetectiononCOCO test-dev
    APS· 2021-07-18
    31.2
    best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • 2D Object DetectiononCOCO test-dev
    box mAP· 2021-07-18
    51.2
    best: 66 (Co-DETR)
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • 16konCOCO test-dev
    AP50· 2021-07-18
    69.6
    best: 82.1 (Plain-DETR (Swin-L))
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • 16konCOCO test-dev
    AP75· 2021-07-18
    55.7
    best: 71.7 (EVA)
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • 16konCOCO test-dev
    APL· 2021-07-18
    66.1
    best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • 16konCOCO test-dev
    APM· 2021-07-18
    56.1
    best: 67.7 (EVA)
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • 16konCOCO test-dev
    APS· 2021-07-18
    31.2
    best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • 16konCOCO test-dev
    box mAP· 2021-07-18
    51.2
    best: 66 (Co-DETR)
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430

Computer Vision7 results

  • Object DetectiononCOCO test-dev
    Params (M)· 2021-07-18
    99.1
    best: 3000 (SwinV2-G (HTC++))
    SOTA
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • Object DetectiononCOCO test-dev
    AP50· 2021-07-18
    69.6
    best: 82.1 (Plain-DETR (Swin-L))
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • Object DetectiononCOCO test-dev
    AP75· 2021-07-18
    55.7
    best: 71.7 (EVA)
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • Object DetectiononCOCO test-dev
    APL· 2021-07-18
    66.1
    best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • Object DetectiononCOCO test-dev
    APM· 2021-07-18
    56.1
    best: 67.7 (EVA)
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • Object DetectiononCOCO test-dev
    APS· 2021-07-18
    31.2
    best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430
  • Object DetectiononCOCO test-dev
    box mAP· 2021-07-18
    51.2
    best: 66 (Co-DETR)
    YOLOX: Exceeding YOLO Series in 2021arXiv:2107.08430