mmsegmentation/docs/en/modelzoo_statistics.md

Model Zoo Statistics

• Number of papers: 47

  • ALGORITHM: 36
  • BACKBONE: 11

• Number of checkpoints: 612

  • [ALGORITHM] ANN (16 ckpts)

  • [ALGORITHM] APCNet (12 ckpts)

  • [BACKBONE] BEiT (2 ckpts)

  • [ALGORITHM] BiSeNetV1 (11 ckpts)

  • [ALGORITHM] BiSeNetV2 (4 ckpts)

  • [ALGORITHM] CCNet (16 ckpts)

  • [ALGORITHM] CGNet (2 ckpts)

  • [BACKBONE] ConvNeXt (6 ckpts)

  • [ALGORITHM] DANet (16 ckpts)

  • [ALGORITHM] DeepLabV3 (41 ckpts)

  • [ALGORITHM] DeepLabV3+ (42 ckpts)

  • [ALGORITHM] DMNet (12 ckpts)

  • [ALGORITHM] DNLNet (12 ckpts)

  • [ALGORITHM] DPT (1 ckpts)

  • [ALGORITHM] EMANet (4 ckpts)

  • [ALGORITHM] EncNet (12 ckpts)

  • [ALGORITHM] ERFNet (1 ckpts)

  • [ALGORITHM] FastFCN (12 ckpts)

  • [ALGORITHM] Fast-SCNN (1 ckpts)

  • [ALGORITHM] FCN (41 ckpts)

  • [ALGORITHM] GCNet (16 ckpts)

  • [BACKBONE] HRNet (37 ckpts)

  • [ALGORITHM] ICNet (12 ckpts)

  • [ALGORITHM] ISANet (16 ckpts)

  • [ALGORITHM] K-Net (7 ckpts)

  • [BACKBONE] MAE (1 ckpts)

  • [ALGORITHM] Mask2Former (13 ckpts)

  • [ALGORITHM] MaskFormer (4 ckpts)

  • [BACKBONE] MobileNetV2 (8 ckpts)

  • [BACKBONE] MobileNetV3 (4 ckpts)

  • [ALGORITHM] NonLocal Net (16 ckpts)

  • [ALGORITHM] OCRNet (24 ckpts)

  • [ALGORITHM] PointRend (4 ckpts)

  • [BACKBONE] PoolFormer (5 ckpts)

  • [ALGORITHM] PSANet (16 ckpts)

  • [ALGORITHM] PSPNet (54 ckpts)

  • [BACKBONE] ResNeSt (8 ckpts)

  • [ALGORITHM] SegFormer (13 ckpts)

  • [ALGORITHM] Segmenter (5 ckpts)

  • [ALGORITHM] Semantic FPN (4 ckpts)

  • [ALGORITHM] SETR (7 ckpts)

  • [ALGORITHM] STDC (4 ckpts)

  • [BACKBONE] Swin Transformer (6 ckpts)

  • [BACKBONE] Twins (12 ckpts)

  • [ALGORITHM] UNet (25 ckpts)

  • [ALGORITHM] UPerNet (16 ckpts)

  • [BACKBONE] Vision Transformer (11 ckpts)