Beigpour et al. introduce another synthetic dataset for intrinsic images similar to the MIT dataset . In contrast to the MIT dataset, however, they have several more complex scenes, for examples see figure 1.
Figure 1 (click to enlarge): Example images from the dataset introduced by Beigpour et al. From left to right: image, reflectance and shading.