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Add CISTEM and Hunspell benchmarks and refresh results

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Leo Galambos
2026-07-06 01:51:33 +02:00
parent a52e82933f
commit 049f44e697
33 changed files with 1410 additions and 173 deletions
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docs/benchmarks/languages/german.md
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@@ -26,16 +26,18 @@ Radixor stores the preferred transformation for each normalized dictionary word
## Accuracy
Accuracy is computed from one deterministic JMH measurement iteration without warmup. The benchmark may execute the full dictionary pass more than once inside that single timed iteration; percentages divide matching counters by evaluated counters from the same iteration.
Accuracy is computed from JMH auxiliary counters in the current report. The counters are deterministic for a fixed corpus and stemmer; percentages divide matching counters by evaluated counters from the same report and are not timing metrics.
| Stemmer | All exact | Changed exact | Root preserved | Note |
| --- | ---: | ---: | ---: | --- |
| Radixor | 97.455% | 97.973% | 96.476% | Full Radixor dictionary patch-command stemmer. |
| Lucene GermanLightStemFilter | 38.583% | 35.800% | 43.849% | Light suffix stemmer; intentionally narrower than a dictionary-derived stemmer. |
| Lucene GermanMinimalStemFilter | 37.492% | 38.538% | 35.513% | Minimal suffix reducer; narrow baseline, not a full stemmer. |
| Lucene SnowballFilter | 33.380% | 30.939% | 37.999% | Lucene TokenFilter integration path around the Snowball algorithm. |
| Official Snowball direct | 32.863% | 31.225% | 35.963% | Official Snowball generated Java stemmer; rule-based suffix algorithm. |
| Lucene GermanStemFilter | 26.168% | 24.979% | 28.416% | German Lucene stemming TokenFilter; broader than minimal/light variants. |
| Radixor | 92.725% | 92.847% | 92.396% | Full Radixor dictionary patch-command stemmer. |
| Lucene HunspellStemFilter | 47.064% | 29.661% | 93.678% | Benchmark-only German Hunspell dictionary compared via Lucene HunspellStemFilter. |
| CISTEM (German) | 24.675% | 23.724% | 27.222% | Benchmark-only CISTEM implementation. |
| Lucene GermanLightStemFilter | 37.434% | 35.465% | 42.707% | Light suffix stemmer; intentionally narrower than a dictionary-derived stemmer. |
| Lucene GermanMinimalStemFilter | 27.640% | 24.951% | 34.844% | Minimal suffix reducer; narrow baseline, not a full stemmer. |
| Lucene SnowballFilter | 30.956% | 28.853% | 36.589% | Lucene TokenFilter integration path around the Snowball algorithm. |
| Official Snowball direct | 30.481% | 29.027% | 34.376% | Official Snowball generated Java stemmer; rule-based suffix algorithm. |
| Lucene GermanStemFilter | 21.559% | 19.312% | 27.576% | German Lucene stemming TokenFilter; broader than minimal/light variants. |
## Speed
@@ -43,12 +45,14 @@ Speed uses JMH average time, 3 warmup iterations, 5 measurement iterations, 1 fo
| Stemmer | Benchmark method | Score ms/op | Error ms | ns/token | Relative vs Radixor | Note |
| --- | --- | ---: | ---: | ---: | ---: | --- |
| Radixor | `germanRadixor` | 9.518 | 0.338 | 68.2 | 1.000 | Full Radixor dictionary patch-command stemmer. |
| Lucene GermanMinimalStemFilter | `germanLuceneGermanMinimalStemFilter` | 12.020 | 0.460 | 86.1 | 1.263 | Minimal German suffix reduction; narrow baseline. |
| Lucene GermanLightStemFilter | `germanLuceneGermanLightStemFilter` | 12.413 | 1.059 | 88.9 | 1.304 | Light German suffix stemmer; narrower than a dictionary stemmer. |
| Lucene GermanStemFilter | `germanLuceneGermanStemFilter` | 36.644 | 5.667 | 262.4 | 3.850 | Older German stemming TokenFilter with normalization requirements. |
| Lucene SnowballFilter | `luceneSnowballFilter[GERMAN]` | 54.846 | 8.710 | 392.8 | 5.762 | Lucene TokenFilter path around Snowball; includes TokenStream overhead. |
| Official Snowball direct | `snowballDirect[GERMAN]` | 52.974 | 7.989 | 379.4 | 5.566 | Official Snowball generated Java stemmer; direct API. |
| Radixor | `germanRadixor` | 41.166 | 2.396 | 294.8 | 1.000 | Full Radixor dictionary patch-command stemmer. |
| CISTEM | `germanCistem` | 248.392 | 12.294 | 1778.8 | 6.034 | Benchmark-only CISTEM implementation. |
| Lucene HunspellStemFilter | `luceneHunspellStemFilter` | 281.322 | 3.411 | 2014.6 | 6.834 | Benchmark-only German Hunspell dictionary compared via Lucene HunspellStemFilter. |
| Lucene GermanMinimalStemFilter | `germanLuceneGermanMinimalStemFilter` | 23.562 | 0.969 | 168.7 | 0.572 | Minimal German suffix reduction; narrow baseline. |
| Lucene GermanLightStemFilter | `germanLuceneGermanLightStemFilter` | 24.410 | 1.034 | 174.8 | 0.593 | Light German suffix stemmer; narrower than a dictionary stemmer. |
| Lucene GermanStemFilter | `germanLuceneGermanStemFilter` | 71.039 | 4.443 | 508.7 | 1.726 | Older German stemming TokenFilter with normalization requirements. |
| Lucene SnowballFilter | `luceneSnowballFilter[GERMAN]` | 105.771 | 9.617 | 757.4 | 2.569 | Lucene TokenFilter path around Snowball; includes TokenStream overhead. |
| Official Snowball direct | `snowballDirect[GERMAN]` | 100.688 | 9.018 | 721.0 | 2.446 | Official Snowball generated Java stemmer; direct API. |
## Interpretation Notes