Object Localization on Synthetic MNIST 1.0 (test)
0.0705RMS ErrorSRL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SRLLoss Function=SRL, Model=CNN → Flatten → Feedforward Network, Optimizer=Adam, Batch Size=32, Epochs=20, Trials=302026.06 | 0.0705 | 0.0595 | |
| SMAELoss Function=SMAE, Model=CNN → Flatten → Feedforward Network, Optimizer=Adam, Batch Size=32, Epochs=20, Trials=302026.06 | 0.0815 | 0.0704 | |
| MSELoss Function=MSE, Model=CNN → Flatten → Feedforward Network, Optimizer=Adam, Batch Size=32, Epochs=20, Trials=302026.06 | 0.0843 | 0.0715 | |
| Log CoshLoss Function=Log Cosh, Model=CNN → Flatten → Feedforward Network, Optimizer=Adam, Batch Size=32, Epochs=20, Trials=302026.06 | 0.0849 | 0.0719 | |
| Huber LossLoss Function=Huber Loss, Model=CNN → Flatten → Feedforward Network, Optimizer=Adam, Batch Size=32, Epochs=20, Trials=302026.06 | 0.0875 | 0.0749 |