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That graph is not showing in the version that I get when I click on your link and go to the PDF.
But the fact remains that that graph which is Figure 1 follows on from the paragraph that I cited earlier from page 20. Thus, what that graph is showing is the performance of TA funds during down markets versus FA funds.
This is clear when you read the sentence that precedes Figure 1. It says: "Thus, the data provide some evidence that technical analysis conveys an advantage when market prices decline". Figure 1 then follows.
I don't understand the authors to be saying that Figure 1 shows TA fund performance during periods when the benchmarks turn up. Otherwise their claim on page 20 that when "the benchmark return is positive, [TA] portfolio managers find it comparatively difficult to keep pace..," would make no sense.