Few-shot Object Detection on Pascal VOC (Novel Split 3)
72.6AP50Training-free
Evaluation results
| Method | Links | |
|---|---|---|
| Training-freeFt. on novel=false, Shots=102025.07 | 72.6 | |
| Training-freeFt. on novel=false, Shots=52025.07 | 70.8 | |
| MFDC+CECE(T)Backbone=ResNet-101, Mode=Transformer2023.04 | 64.9 | |
| MFDC+CECE(M)Backbone=ResNet-101, Mode=MatMul2023.04 | 63.4 | |
| MFDCBackbone=ResNet-1012023.04 | 62.2 | |
| Training-freeFt. on novel=false, Shots=12025.07 | 61.1 | |
| DeFRCNBackbone=ResNet-1012023.04 | 60.7 | |
| MFDC+CECE(M)Backbone=ResNet-101, Mode=MatMul2023.04 | 59.4 | |
| MFDC+CECE(T)Backbone=ResNet-101, Mode=Transformer2023.04 | 58.7 | |
| MFDCBackbone=ResNet-1012023.04 | 56.1 | |
| DeFRCNBackbone=ResNet-1012023.04 | 52.5 |