The performance of the structured prediction drops rapidly when the noise in the parse information is introduced (x column of Table 4).
ssL was trained on CoNLL2012 data where about 10% of the gold sRL-spans do not match with gold parse-spans and even when we increase noise level to 20% the performance drop was only around 0.1 F1 score.