First reason is the knowledge and understanding to paint like this has come and gone. We have paintings from Egypt from 100 BC that is very realistic. They are known as the Fayyum portraits.

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Also, paint isn’t the most long lasting of materials, so less painted anything still survives. While many don’t know about it, but Greek and Roman statues were painted.