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Models/SwinV2-G (HTC++)

SwinV2-G (HTC++)

Reported on 17 benchmarks across 6 tasks · 1 paper · 16 SOTA

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

Methodology12 results

  • 3DonCOCO test-dev
    Params (M)· 2021-11-18
    3000
    SOTA
    Swin Transformer V2: Scaling Up Capacity and ResolutionarXiv:2111.09883
  • 3DonCOCO test-dev
    box mAP· 2021-11-18
    63.1
    best: 66 (Co-DETR)
    SOTA
    Swin Transformer V2: Scaling Up Capacity and ResolutionarXiv:2111.09883
  • 3DonCOCO minival
    box AP· uses extra data· 2021-11-18
    62.5
    best: 66 (PE_spatial (DETA))
    SOTA
    Swin Transformer V2: Scaling Up Capacity and ResolutionarXiv:2111.09883
  • 2D ClassificationonCOCO test-dev
    Params (M)· 2021-11-18
    3000
    SOTA
    Swin Transformer V2: Scaling Up Capacity and ResolutionarXiv:2111.09883
  • 2D ClassificationonCOCO test-dev
    box mAP· 2021-11-18
    63.1
    best: 66 (Co-DETR)
    SOTA
    Swin Transformer V2: Scaling Up Capacity and ResolutionarXiv:2111.09883
  • 2D ClassificationonCOCO minival
    box AP· uses extra data· 2021-11-18
    62.5
    best: 66 (PE_spatial (DETA))
    SOTA
    Swin Transformer V2: Scaling Up Capacity and ResolutionarXiv:2111.09883
  • 2D Object DetectiononCOCO test-dev
    Params (M)· 2021-11-18
    3000
    SOTA
    Swin Transformer V2: Scaling Up Capacity and ResolutionarXiv:2111.09883
  • 2D Object DetectiononCOCO test-dev
    box mAP· 2021-11-18
    63.1
    best: 66 (Co-DETR)
    SOTA
    Swin Transformer V2: Scaling Up Capacity and ResolutionarXiv:2111.09883
  • 2D Object DetectiononCOCO minival
    box AP· uses extra data· 2021-11-18
    62.5
    best: 66 (PE_spatial (DETA))
    SOTA
    Swin Transformer V2: Scaling Up Capacity and ResolutionarXiv:2111.09883
  • 16konCOCO test-dev
    Params (M)· 2021-11-18
    3000
    SOTA
    Swin Transformer V2: Scaling Up Capacity and ResolutionarXiv:2111.09883
  • 16konCOCO test-dev
    box mAP· 2021-11-18
    63.1
    best: 66 (Co-DETR)
    SOTA
    Swin Transformer V2: Scaling Up Capacity and ResolutionarXiv:2111.09883
  • 16konCOCO minival
    box AP· uses extra data· 2021-11-18
    62.5
    best: 66 (PE_spatial (DETA))
    SOTA
    Swin Transformer V2: Scaling Up Capacity and ResolutionarXiv:2111.09883

Computer Vision5 results

  • Object DetectiononCOCO test-dev
    Params (M)· 2021-11-18
    3000
    SOTA
    Swin Transformer V2: Scaling Up Capacity and ResolutionarXiv:2111.09883
  • Object DetectiononCOCO test-dev
    box mAP· 2021-11-18
    63.1
    best: 66 (Co-DETR)
    SOTA
    Swin Transformer V2: Scaling Up Capacity and ResolutionarXiv:2111.09883
  • Object DetectiononCOCO minival
    box AP· uses extra data· 2021-11-18
    62.5
    best: 66 (PE_spatial (DETA))
    SOTA
    Swin Transformer V2: Scaling Up Capacity and ResolutionarXiv:2111.09883
  • Instance SegmentationonCOCO minival
    mask AP· uses extra data· 2021-11-18
    53.7
    best: 56.6 (Co-DETR)
    SOTA
    Swin Transformer V2: Scaling Up Capacity and ResolutionarXiv:2111.09883
  • Instance SegmentationonCOCO test-dev
    mask AP· uses extra data· 2021-11-18
    54.4
    best: 57.1 (Co-DETR)
    Swin Transformer V2: Scaling Up Capacity and ResolutionarXiv:2111.09883