Semantic Segmentation on UoM CCM
0.6134mIoUHMSViT
Evaluation results
| Method | Links | |
|---|---|---|
| HMSViTBackbone=HMSViT, Self-supervised=MAE modified, Param=68M, Inf. Time (ms)=15.22025.06 | 0.6134 | |
| Fast-iTPNBackbone=HiViT, Self-supervised=MAE modified, Param=79M, Inf. Time (ms)=17.92025.06 | 0.6125 | |
| MAE + HiViTBackbone=HiViT, Self-supervised=MAE modified, Param=73M, Inf. Time (ms)=16.52025.06 | 0.6106 | |
| MixMIMBackbone=HiViT, Self-supervised=MAE modified, Param=88M, Inf. Time (ms)=20.72025.06 | 0.6086 | |
| SegFormerBackbone=HiViT, Self-supervised=None, Param=85M, Inf. Time (ms)=19.52025.06 | 0.5739 | |
| MAE + ViTBackbone=ViT, Self-supervised=MAE, Param=86M, Inf. Time (ms)=19.82025.06 | 0.5708 | |
| MOCOV3 + ViTBackbone=ViT, Self-supervised=MOCOV3, Param=86M, Inf. Time (ms)=20.12025.06 | 0.5662 | |
| PoolFormerBackbone=HiViT, Self-supervised=None, Param=77M, Inf. Time (ms)=17.12025.06 | 0.5532 | |
| DPTBackbone=ViT, Self-supervised=None, Param=97M, Inf. Time (ms)=22.82025.06 | 0.5431 |