The model architectures included come from a wide variety of sources. Sources, including papers, original impl ("reference code") that Ross rewrote / adapted, and PyTorch impl that he leveraged directly ("code") are listed below.
Most included models have pretrained weights. The weights are either:
The validation results for the pretrained weights can be found here.