Comments (1)
Hi, thanks for your question.
Strictly speaking, it is better not to touch the validation set during training, which is actually the testing set in semi-supervised semantic segmentation. However, previous works such as Context-aware Consistency also validate the model every few epochs.
Besides, I want to note that in most settings, the performance of the final epoch is comparable to the best model during training. You can simply use the final model for evaluation.
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