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Classification performance for pycld2 on tatoeba-sentences-2021-06-05-common-48

  • Dataset coverage (sentences in supported languages): 7461627 (100.00%)
  • Aggregated accuracy: 87.12%

Supported languages (83)

afr (Afrikaans), sqi (Albanian), ara (Arabic), hye (Armenian), aze (Azerbaijani), eus (Basque), bel (Belarusian), ben (Bangla), bih (Bihari languages), bul (Bulgarian), cat (Catalan), ceb (Cebuano), chr (Cherokee), hrv (Croatian), ces (Czech), zho (Chinese), dan (Danish), div (Divehi), nld (Dutch), eng (English), est (Estonian), fin (Finnish), fra (French), glg (Galician), lug (Ganda), kat (Georgian), deu (German), ell (Greek), guj (Gujarati), hat (Haitian Creole), heb (Hebrew), hin (Hindi), hmn (Hmong), hun (Hungarian), isl (Icelandic), ind (Indonesian), iku (Inuktitut), gle (Irish), ita (Italian), jav (Javanese), jpn (Japanese), kan (Kannada), khm (Khmer), kin (Kinyarwanda), kor (Korean), lao (Lao), lav (Latvian), lif (Limbu), lit (Lithuanian), mkd (Macedonian), msa (Malay), mal (Malayalam), mlt (Maltese), mar (Marathi), nep (Nepali), nob (Norwegian Bokmål), ori (Odia), fas (Persian), pol (Polish), por (Portuguese), pan (Punjabi), ron (Romanian), rus (Russian), gla (Scottish Gaelic), srp (Serbian), sin (Sinhala), slk (Slovak), slv (Slovenian), spa (Spanish), swa (Swahili), swe (Swedish), syr (Syriac), fil (Filipino), tam (Tamil), tel (Telugu), tha (Thai), tur (Turkish), ukr (Ukrainian), urd (Urdu), vie (Vietnamese), cym (Welsh), yid (Yiddish), zho (Chinese)

Stats per language

language_alpha3 language sentences_count precision recall f1 tp fp tn fn
1 eng English 1479733 0.955 0.970 0.941 1435203 68178 5913716 44530
2 rus Russian 849653 0.998 0.830 0.905 705549 1619 6610355 144104
3 ita Italian 787053 0.999 0.689 0.816 542549 441 6674133 244504
4 tur Turkish 709573 1.000 0.923 0.960 654731 110 6751944 54842
5 deu German 553727 1.000 0.954 0.976 528244 180 6907720 25483
6 fra French 466192 0.999 0.845 0.915 394106 372 6995063 72086
7 por Portuguese 385737 0.982 0.865 0.912 333763 6080 7069810 51974
8 spa Spanish 338781 0.995 0.798 0.883 270207 1476 7121370 68574
9 hun Hungarian 323048 1.000 0.935 0.966 302013 131 7138448 21035
10 jpn Japanese 208761 1.000 0.999 1.000 208635 0 7252866 126
11 heb Hebrew 197226 1.000 0.841 0.914 165882 4 7264397 31344
12 ukr Ukrainian 171674 0.992 0.791 0.877 135799 1148 7288805 35875
13 nld Dutch 144340 0.994 0.820 0.897 118356 664 7316623 25984
14 fin Finnish 128011 0.999 0.909 0.951 116372 159 7333457 11639
15 pol Polish 109662 0.999 0.926 0.961 101512 68 7351897 8150
16 mkd Macedonian 77938 0.973 0.477 0.635 37213 1038 7382651 40725
17 mar Marathi 64126 1.000 0.967 0.983 62024 24 7397477 2102
18 lit Lithuanian 59659 0.997 0.914 0.952 54501 144 7401824 5158
19 ces Czech 57030 0.971 0.891 0.917 50816 1511 7403086 6214
20 dan Danish 49399 0.866 0.698 0.730 34494 5317 7406911 14905
21 swe Swedish 41677 0.995 0.761 0.861 31709 145 7419805 9968
22 ara Arabic 35991 1.000 0.776 0.874 27916 1 7425635 8075
23 ell Greek 34071 1.000 1.000 1.000 34071 14 7427542 0
24 ron Romanian 24943 0.963 0.811 0.866 20227 780 7435904 4716
25 bul Bulgarian 24503 0.854 0.700 0.722 17140 2925 7434199 7363
26 vie Vietnamese 19234 0.995 0.991 0.990 19062 103 7442290 172
27 fil Filipino 16649 0.994 0.789 0.878 13136 75 7444903 3513
28 slk Slovak 14660 0.704 0.788 0.643 11559 4854 7442113 3101
29 ind Indonesian 14542 0.867 0.775 0.770 11270 1727 7445358 3272
30 hin Hindi 14230 0.918 0.973 0.907 13848 1230 7446167 382
31 nob Norwegian Bokmål 14223 0.566 0.796 0.528 11327 8676 7438728 2896
32 cat Catalan 7971 0.807 0.685 0.681 5464 1305 7452351 2507
33 kor Korean 7570 1.000 0.991 0.995 7500 0 7454057 70
34 hrv Croatian 5204 0.940 0.565 0.690 2942 189 7456234 2262
35 ben Bangla 4714 1.000 0.777 0.874 3662 0 7456913 1052
36 afr Afrikaans 4031 0.446 0.826 0.426 3330 4129 7453467 701
37 est Estonian 3637 0.908 0.752 0.790 2734 276 7457714 903
38 tha Thai 3528 1.000 1.000 1.000 3528 0 7458099 0
39 sqi Albanian 2526 0.962 0.909 0.918 2295 90 7459011 231
40 urd Urdu 2008 0.997 0.948 0.971 1903 5 7459614 105
41 cym Welsh 1344 0.968 0.845 0.890 1136 37 7460246 208
42 slv Slovenian 1093 0.802 0.550 0.604 601 148 7460386 492
43 mal Malayalam 827 1.000 1.000 1.000 827 0 7460800 0
44 tam Tamil 334 1.000 1.000 1.000 334 0 7461293 0
45 tel Telugu 254 1.000 1.000 1.000 254 0 7461373 0
46 pan Punjabi 196 1.000 1.000 1.000 196 0 7461431 0
47 kan Kannada 176 1.000 1.000 1.000 176 0 7461451 0
48 guj Gujarati 168 1.000 1.000 1.000 168 0 7461459 0