## Supported Backbones

Backbone | Variants | ImageNet-1k Top-1 Acc (%) | Params (M) | GFLOPs | Weights
--- | --- | --- | --- | --- | ---
MicroNet | M1\|M2\|M3 | 51.4`\|`59.4`\|`62.5 | 1`\|`2`\|`3 | 7M`\|`14M`\|`23M | [download][micronetw]
MobileNetV2 | 1.0 | 71.9 | 3 | 300M | [download][mobilenetv2w]
MobileNetV3 | S\|L | 67.7`\|`74.0 | 3`\|`5 | 56M`\|`219M | [S][mobilenetv3s]\|[L][mobilenetv3l]
DDRNet | 23slim | 73.7 | 5 | 860M | [download][ddrnet23slim]
||
ResNet | 18\|50\|101 | 71.5`\|`80.4`\|`81.5 | 12`\|`26`\|`45 | 2`\|`4`\|`8 | [download][resnetw]
ResNetD | 18\|50\|101 | - | 12`\|`25`\|`44 | 2`\|`4`\|`8 | [download][resnetdw]
MiT | B1\|B2\|B3 | - | 14`\|`25`\|`45 | 2`\|`4`\|`8 | [download][mitw]
PVTv2 | B1\|B2\|B4 | 78.7`\|`82.0`\|`83.6 | 14`\|`25`\|`63 | 2`\|`4`\|`10 | [download][pvtv2w]
ResT | S\|B\|L | 79.6`\|`81.6`\|`83.6 | 14`\|`30`\|`52 | 2`\|`4`\|`8 | [download][restw]
PoolFormer | S24\|S36\|M36 | 80.3`\|`81.4`\|`82.1 | 21`\|`31`\|`56 | 4`\|`5`\|`9 | [download][poolformerw]
ConvNeXt | T\|S\|B | 82.1`\|`83.1`\|`83.8 | 28`\|`50`\|`89 | 5`\|`9`\|`15 | [download][convnextw]
UniFormer | S\|B | 82.9`\|`83.8 | 22`\|`50 | 4`\|`8 | [download][uniformerw]
VAN | S\|B\|L | 81.1`\|`82.8`\|`83.9 | 14`\|`27`\|`45 | 3`\|`5`\|`9 | -
DaViT | T\|S\|B | 82.8`\|`84.2`\|`84.6 | 28`\|`50`\|`88 | 5`\|`9`\|`16 | -


[micronetw]: https://drive.google.com/drive/folders/1j4JSTcAh94U2k-7jCl_3nwbNi0eduM2P?usp=sharing
[mobilenetv2w]: https://download.pytorch.org/models/mobilenet_v2-b0353104.pth
[mobilenetv3s]: https://download.pytorch.org/models/mobilenet_v3_small-047dcff4.pth
[mobilenetv3l]: https://download.pytorch.org/models/mobilenet_v3_large-8738ca79.pth
[resnetw]: https://drive.google.com/drive/folders/1MXP3Qx51c91PL9P52Tv89t90SaiTYuaC?usp=sharing
[resnetdw]: https://drive.google.com/drive/folders/1sVyewBDkePlw3kbvhUD4PvUxjro4iKFy?usp=sharing
[mitw]: https://drive.google.com/drive/folders/1b7bwrInTW4VLEm27YawHOAMSMikga2Ia
[pvtv2w]: https://drive.google.com/drive/folders/10Dd9BEe4wv71dC5BXhsL_C6KeI_Rcxm3?usp=sharing
[restw]: https://drive.google.com/drive/folders/1R2cewgHo6sYcQnRGBBIndjNomumBwekr?usp=sharing
[ddrnet23slim]: https://drive.google.com/file/d/1tUcUCCsEZ7qKaF_bHHHECTonp4vbh-a9/view?usp=sharing
[poolformerw]: https://drive.google.com/drive/folders/18OyxHHpVq-9pMMG2eu1jot7n-po4dUpD?usp=sharing
[convnextw]: https://drive.google.com/drive/folders/1Oe50_zY4QKFZ0_22mSHKuNav0GiRcgWA?usp=sharing
[uniformerw]: https://drive.google.com/drive/folders/175C4Je4kZoBb5x8HkwH4-VhtG_a5zQnX?usp=sharing