The CLEAR Benchmark: Continual LEArning on Real-World Imagery

Zhiqiu Lin, Jia Shi, Deepak Pathak +1

Continual learning (CL) is widely regarded as crucial challenge for lifelong AI. However, existing CL benchmarks, e.g. Permuted-MNIST and Split-CIFAR, make use of artificial tempor…