Comparing row 1 versus rows 2 and 3 we see that adding the SPEECH/TEXT task leads to a substantial improvement.
comparing rows 2 and 3 versus rows 6 and 11, it seems that the addition of TEXT/IMAGE task does not seem to have a major impact on performance, at least to the extent that can be gleaned from the experiments we carried out.