Table 12.
Two-robot experiments in three different scenarios: one robot standing up while other performing a particular action, the two robots performing the same action, and the two performing each a different action. Each scenario is a separate test set with a different number of examples. In brackets, the number of positive examples for each class in each scenario. Since positive/negative classes are, we report class-weighted accuracies (%).
#{Examples} | F | R | sd | su | hw | |
---|---|---|---|---|---|---|
One robot standing up and sitting down | 100 | 80.00 | 88.00 | 95.00 | 15.00 | 100.00 |
(50) | (50) | (0) | (100) | (0) | ||
Same two actions | 70 | 25.00 | 72.86 | 75.00 | 54.00 | 50.00 |
(10) | (10) | (20) | (20) | (20) | ||
Two different actions | 20 | 50.00 | 100.00 | 95.00 | 55.00 | 55.00 |
(10) | (0) | (10) | (10) | (10) |