Appendices A Benchmark Details The full set of primitive tasks is summarized in Table 1 and the statistics detailed in Table 2

Neural Information Processing Systems 

Figure 9: 3D Shapes Modify wall color from source value to target value. Figure 10: 3D Shapes Modify orientation from source value to target value. Figure 11: BitMoji Faces Modify facial skintone from source value to target value.