Can somebody explain "Base" model in the charts? Are they saying that the original model (e.g. before they applied either their or comparable training methods)

Can somebody explain "Base" model in the charts? Are they saying that the original model (e.g. before they applied either their or comparable training methods) has better or similar performance on all benchmarks vs their own result?