Big-ANN Benchmarks

Evaluates ANN algorithms on billion-scale datasets with QPS/latency/recall metrics via NeurIPS tracks for out-of-distribution and streaming tests. Features standardized billion-point evaluation for throughput and memory. For production vector DB scalability assessment; contrasts ANN-Benchmarks million-scale libraries with billion-scale algorithm competitions.