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I add our ICIP'21 work that does not apply pre-training. I suggest that a different table can be presented to compare the methods without pre-training.
Our recent paper (https://arxiv.org/abs/2206.12845) has higher scores; however, it is still under review; I hope to submit the result here several months later.