What would show genuine improvement in Self-assessment without overestimating progress?

Use clear criteria at sensible intervals and compare accuracy, independence and transfer to unfamiliar material. One unusually good or bad lesson should not decide the whole judgement. Genuine improvement appears across repeated samples with less prompting and stable accuracy.