Object Detection on MHS (test)
59mAPMM
Evaluation results
| Method | Links | |
|---|---|---|
| MMBackbone=ResNet-50, SFG F.Ext.=ResNet-50, Number of parameters=80M2023.04 | 59 | |
| MMBackbone=ResNet-18, SFG F.Ext.=ResNet-18, Number of parameters=44M2023.04 | 52 | |
| Linear Layer baselineBackbone=ResNet-18, SFG F.Ext.=Linear Layer, Number of parameters=39M2023.04 | 45 | |
| DETRBackbone=ResNet-50, SFG F.Ext.=None (Random Query), Number of parameters=59M2023.04 | 44 | |
| DETRBackbone=ResNet-18, SFG F.Ext.=None (Random Query), Number of parameters=33M2023.04 | 37 | |
| SpectralFormerBackbone=ResNet-50, SFG F.Ext.=Not Applicable, Number of parameters=84M2023.04 | 33 | |
| UPSNet (stuff)Backbone=ResNet-50, SFG F.Ext.=Not Applicable, Number of parameters=69M2023.04 | 32 | |
| UPSNet (stuff + things)Backbone=ResNet-50, SFG F.Ext.=Not Applicable, Number of parameters=69M2023.04 | 29 |