Chen, Zhe, Yuchen Duan, Wenhai Wang, Junjun He, Tong Lu, Jifeng Dai, and Yu Qiao. "Vision Transformer Adapter for Dense Predictions." arXiv preprint arXiv:2205.08534 (2022).
Download the ms_deform_attn.zip (https://paddleseg.bj.bcebos.com/dygraph/customized_ops/ms_deform_attn.zip), and then refer to the readme to install ms_deform_attn lib.
| Model | Backbone | Resolution | Training Iters | mIoU | mIoU (flip) | mIoU (ms+flip) | Links |
|---|---|---|---|---|---|---|---|
| UPerNetViTAdapter | ViT-Adapter-Tiny | 512x512 | 160000 | 41.90% | - | - | model | log | vdl |