Zero-shot results of OpenAI API’s embeddings on the FIQA search dataset. Evaluation script: github.com/arvind-neural/bei… We zero-shot evaluated on 14 text search datasets, our embeddings outperform keyword search and previous dense embedding methods on 11 of them!