FPENet inference confidence seems low

Yes, refer to (Facial Landmarks Estimation | NVIDIA NGC), the model in ngc was trained on a combination of NVIDIA internal dataset and Multi-PIE dataset. NVIDIA internal data has approximately 500k images and Multipie has 750k images.

No, we do not know. We did not collect the result of confidence value.