VIBE: Vector Index Benchmark for Embeddings
This website hosts the results of VIBE, the Vector Index Benchmark for Embeddings. You can use its interactive plots to explore the results of the benchmark. In particular, head over to
- the overview page to compare all the algorithms across all datasets at a glance
- the datasets page for detailed information about all the datasets we consider
- the tradeoffs page to explore the tradeoff between recall and query throughput of different index data structures
- the algorithm focus page to see the performance of all the configurations we tested for each algorithm.
- the robustness page allows to investigate the robustness of algorithms with respect to the query difficulty.