On the south of the peninsula are the highest sea cliffs in the southern hemisphere , rising 300 m above the Tasman Sea at Cape Hauy . Further south are the highest sea cliffs in the southern hemisphere , rising 300 m above the Tasman Sea at Cape Hauy .