COVR: A test-bed for Visually Grounded Compositional Generalization with real images

Ben Bogin, Shivanshu Gupta, Matt Gardner +1

While interest in models that generalize at test time to new compositions has risen in recent years, benchmarks in the visually-grounded domain have thus far been restricted to syn…