Instance Segmentation on MHS (test)
68mIoUMM
Evaluation Results
| Method | Links | |
|---|---|---|
| MMBackbone=ResNet-50, SFG F.Ext.=ResNet-50, Number of parameters=80M2023.04 | 68 | |
| MMBackbone=ResNet-18, SFG F.Ext.=ResNet-18, Number of parameters=44M2023.04 | 63 | |
| Linear Layer baselineBackbone=ResNet-18, SFG F.Ext.=Linear Layer, Number of parameters=39M2023.04 | 60 | |
| DETRBackbone=ResNet-50, SFG F.Ext.=None (Random Query), Number of parameters=59M2023.04 | 59 | |
| DETRBackbone=ResNet-18, SFG F.Ext.=None (Random Query), Number of parameters=33M2023.04 | 56 | |
| SpectralFormerBackbone=ResNet-50, SFG F.Ext.=Not Applicable, Number of parameters=84M2023.04 | 41 | |
| UPSNet (stuff)Backbone=ResNet-50, SFG F.Ext.=Not Applicable, Number of parameters=69M2023.04 | 38 | |
| UPSNet (stuff + things)Backbone=ResNet-50, SFG F.Ext.=Not Applicable, Number of parameters=69M2023.04 | 35 |