Version: v2026.5.2.1 | Commit: 32293d98 | 2026-05-02T10:06:03.065183+00:00
sparse_search
| Operation | zerodep | Reference | zerodep time | Ref time | zerodep ops/s | Ref ops/s | Ratio |
|---|
| Indexing Performance | index_1k_ours | rank-bm25 | 136.71 ms | 11.78 ms | 7.3 | 84.9 | 11.6x slower |
| Large Search Performance | search_1k_ours | rank-bm25 | 2.6 µs | 293.5 µs | 389.1K | 3.4K | 114.2x faster |
| Scale Search10K | broad_query_ours | rank-bm25 | 50.97 ms | 2.68 ms | 19.6 | 373.7 | 19.0x slower |
| Scale Search10K | selective_query_ours | rank-bm25 | 137.2 µs | 2.42 ms | 7.3K | 413.0 | 17.6x faster |
| Scale Search1K | broad_query_ours | rank-bm25 | 3.84 ms | 249.1 µs | 260.6 | 4.0K | 15.4x slower |
| Scale Search1K | selective_query_ours | rank-bm25 | 15.3 µs | 236.6 µs | 65.6K | 4.2K | 15.5x faster |
| Search Performance | search_ours | rank-bm25 | 2.6 µs | 79.4 µs | 381.4K | 12.6K | 30.3x faster |
Standalone benchmarks
| Operation | Variant | Mean | ops/s |
|---|
| Calibration Performance | calibrate_corpus | 846.2 µs | 1.2K |
| Calibration Performance | search_raw | 33.7 µs | 29.7K |
| Calibration Performance | search_calibrated | 63.5 µs | 15.8K |
| Indexing Performance | index_1k_bm25s | 38.68 ms | 25.8 |
| Large Search Performance | search_1k_bm25s | 24.4 µs | 40.9K |
| MMRPerformance | mmr_100_candidates | 3.34 ms | 299.4 |
| MMRPerformance | mmr_500_candidates | 19.96 ms | 50.1 |
| RRFPerformance | rrf_2_lists_1000_results | 710.5 µs | 1.4K |
| RRFPerformance | rrf_10_lists_100_results | 344.6 µs | 2.9K |
| RRFPerformance | rrf_overlapping_docs | 660.8 µs | 1.5K |
| Scale Search10K | broad_query_bm25s | 138.1 µs | 7.2K |
| Scale Search10K | selective_query_bm25s | 1.10 ms | 913.1 |
| Scale Search1K | broad_query_bm25s | 39.1 µs | 25.6K |
| Scale Search1K | selective_query_bm25s | 100.8 µs | 9.9K |
| Search Performance | search_bm25s | 21.1 µs | 47.4K |