Defocus Blur Detection on DUT (test)
0.061MAED-DFFNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| D-DFFNetTraining set=CUHK-TR-2 & DUT-TR2023.06 | 0.061 | 91.7 | — | |
| MA-GANetTraining set=CUHK-TR-2 & DUT-TR2023.06 | 0.07 | 90.7 | — | |
| D-DFFNetTraining Dataset=CUHK-TR-1, type=depth feature distillation2023.06 | 0.07 | 90.6 | 93.9 | |
| DFFNetTraining Dataset=CUHK-TR-12023.06 | 0.072 | 90.3 | 93.8 | |
| DDTraining Dataset=CUHK-TR-12023.06 | 0.074 | 90.3 | 93.5 | |
| BR2NetTraining Dataset=CUHK-TR-12023.06 | 0.083 | 89.3 | 94.3 | |
| DefuNetTraining Dataset=CUHK-TR-12023.06 | 0.085 | 88.9 | 95.2 | |
| R-DFFNetTraining Dataset=CUHK-TR-1, type=response-based depth knowledge distillation2023.06 | 0.091 | 88.1 | 92 | |
| CENetTraining Dataset=CUHK-TR-12023.06 | 0.141 | 83.3 | 86.9 | |
| IS2CNetTraining Dataset=CUHK-TR-12023.06 | 0.142 | 83.1 | 86.8 | |
| BTBNet2Training Dataset=CUHK-TR-12023.06 | 0.145 | 83.7 | 87.3 | |
| BTBNetTraining Dataset=CUHK-TR-12023.06 | 0.196 | 80.3 | 86.1 | |
| LBPTraining Dataset=CUHK-TR-12023.06 | 0.199 | 78.3 | 87.3 | |
| HiFSTTraining Dataset=CUHK-TR-12023.06 | 0.313 | 64 | 83.9 | |
| DBDFTraining Dataset=CUHK-TR-12023.06 | 0.384 | 51.9 | 75.4 |