The two most popular kinds of benchmarks to evaluate word embedding are word similarity task and analogical reasoning task.
we create some benchmarks for Chinese word embedding on both kinds of tasks through translating some existing popular evaluation sets from English to Chinese and remains the scores of the original benchmarks.