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- ---
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- license: mit
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- pipeline_tag: text-classification
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- tags:
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- - model_hub_mixin
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- - pytorch_model_hub_mixin
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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- This model has been pushed to the Hub using the [PytorchModelHubMixin](https://huggingface.co/docs/huggingface_hub/package_reference/mixins#huggingface_hub.PyTorchModelHubMixin) integration:
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- - Code: [More Information Needed]
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- - Paper: [More Information Needed]
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- - Docs: [More Information Needed]
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Flores+ Dev Scores
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+ | Language | F1 | Precision | Recall |
3
+ |---|---|---|---|
4
+ | __label__ace_Arab | 0.13109243697478992 | 0.40414507772020725 | 0.07823470411233702 |
5
+ | __label__ace_Latn | 0.7623529411764706 | 0.9217638691322901 | 0.649949849548646 |
6
+ | __label__acm_Arab | 0.0 | 0.0 | 0.0 |
7
+ | __label__acq_Arab | 0.0 | 0.0 | 0.0 |
8
+ | __label__aeb_Arab | 0.0 | 0.0 | 0.0 |
9
+ | __label__afr_Latn | 0.838572189664358 | 0.8943181818181818 | 0.7893681043129388 |
10
+ | __label__als_Latn | 0.99347061778001 | 0.9949698189134809 | 0.9919759277833501 |
11
+ | __label__amh_Ethi | 0.9815828770532603 | 0.974308300395257 | 0.9889669007021064 |
12
+ | __label__apc_Arab | 0.003950617283950617 | 0.12903225806451613 | 0.0020060180541624875 |
13
+ | __label__arb_Arab | 0.23125170439051 | 0.13381726368944297 | 0.8505516549648947 |
14
+ | __label__ars_Arab | 0.0 | 0.0 | 0.0 |
15
+ | __label__ary_Arab | 0.1035058430717863 | 0.30845771144278605 | 0.062186559679037114 |
16
+ | __label__arz_Arab | 0.04285714285714286 | 0.1951219512195122 | 0.024072216649949848 |
17
+ | __label__asm_Beng | 0.9663608562691132 | 0.9823834196891191 | 0.950852557673019 |
18
+ | __label__ast_Latn | 0.7307692307692307 | 0.9115442278860569 | 0.6098294884653962 |
19
+ | __label__awa_Deva | 0.26279863481228666 | 0.88 | 0.15446339017051153 |
20
+ | __label__ayr_Latn | 0.9566126502875066 | 0.9989082969432315 | 0.917753259779338 |
21
+ | __label__azb_Arab | 0.7683823529411765 | 0.9874015748031496 | 0.6288866599799399 |
22
+ | __label__azj_Latn | 0.9959758551307848 | 0.9989909182643795 | 0.9929789368104313 |
23
+ | __label__bak_Cyrl | 0.9785276073619631 | 0.9979144942648592 | 0.9598796389167502 |
24
+ | __label__bam_Latn | 0.49615713065755773 | 0.43197026022304835 | 0.5827482447342026 |
25
+ | __label__ban_Latn | 0.22052586938083119 | 0.7142857142857143 | 0.13039117352056168 |
26
+ | __label__bel_Cyrl | 0.9969849246231156 | 0.998992950654582 | 0.9949849548645938 |
27
+ | __label__bem_Latn | 0.8217054263565892 | 0.9171817058096415 | 0.7442326980942828 |
28
+ | __label__ben_Beng | 0.9673202614379085 | 0.969758064516129 | 0.9648946840521565 |
29
+ | __label__bho_Deva | 0.6592827004219408 | 0.6952169076751946 | 0.6268806419257773 |
30
+ | __label__bjn_Arab | 0.6160241874527589 | 0.4942389326864767 | 0.8174523570712137 |
31
+ | __label__bjn_Latn | 0.6545908806995627 | 0.8675496688741722 | 0.5255767301905717 |
32
+ | __label__bod_Tibt | 0.9315352697095436 | 0.9645542427497314 | 0.9007021063189569 |
33
+ | __label__bos_Latn | 0.34571062740076824 | 0.4778761061946903 | 0.2708124373119358 |
34
+ | __label__bug_Latn | 0.5371669004207573 | 0.8927738927738927 | 0.38415245737211634 |
35
+ | __label__bul_Cyrl | 0.9711392405063292 | 0.9805725971370143 | 0.9618856569709128 |
36
+ | __label__cat_Latn | 0.6603139013452916 | 0.7484116899618806 | 0.5907723169508525 |
37
+ | __label__ceb_Latn | 0.5982089552238807 | 0.7389380530973452 | 0.5025075225677031 |
38
+ | __label__ces_Latn | 0.9709628120224147 | 0.9865424430641822 | 0.9558676028084253 |
39
+ | __label__cjk_Latn | 0.2548197820620285 | 0.7755102040816326 | 0.15245737211634905 |
40
+ | __label__ckb_Arab | 0.9979939819458375 | 0.9979939819458375 | 0.9979939819458375 |
41
+ | __label__cmn_Hans | 0.19896193771626297 | 0.7232704402515723 | 0.11534603811434303 |
42
+ | __label__cmn_Hant | 0.1991701244813278 | 0.5769230769230769 | 0.12036108324974924 |
43
+ | __label__crh_Latn | 0.9430979978925185 | 0.9933407325194229 | 0.8976930792377131 |
44
+ | __label__cym_Latn | 0.9760081674323635 | 0.9937629937629938 | 0.958876629889669 |
45
+ | __label__dan_Latn | 0.6434885091337654 | 0.78 | 0.5476429287863591 |
46
+ | __label__deu_Latn | 0.9214982042072858 | 0.9432773109243697 | 0.9007021063189569 |
47
+ | __label__dik_Latn | 0.9576008273009308 | 0.9882604055496265 | 0.9287863590772317 |
48
+ | __label__dyu_Latn | 0.012955465587044536 | 0.03361344537815126 | 0.00802407221664995 |
49
+ | __label__dzo_Tibt | 0.9234427009034712 | 0.8779385171790235 | 0.9739217652958877 |
50
+ | __label__ekk_Latn | 0.9483471074380164 | 0.9776357827476039 | 0.9207622868605817 |
51
+ | __label__ell_Grek | 1.0 | 1.0 | 1.0 |
52
+ | __label__eng_Latn | 0.8736572890025576 | 0.8914405010438413 | 0.8565697091273822 |
53
+ | __label__epo_Latn | 0.9560269011898603 | 0.9871794871794872 | 0.9267803410230692 |
54
+ | __label__eus_Latn | 0.9785107446276862 | 0.9750996015936255 | 0.9819458375125376 |
55
+ | __label__ewe_Latn | 0.9791136016301579 | 0.994824016563147 | 0.9638916750250752 |
56
+ | __label__fao_Latn | 0.9331337325349301 | 0.9285004965243296 | 0.9378134403209629 |
57
+ | __label__fij_Latn | 0.9536699635606455 | 0.9913419913419913 | 0.9187562688064193 |
58
+ | __label__fil_Latn | 0.6900866217516843 | 0.6632747456059205 | 0.7191574724172518 |
59
+ | __label__fin_Latn | 0.9737638748738648 | 0.9796954314720813 | 0.9679037111334002 |
60
+ | __label__fon_Latn | 0.9499736703528173 | 1.0 | 0.9047141424272819 |
61
+ | __label__fra_Latn | 0.878121878121878 | 0.8746268656716418 | 0.8816449348044132 |
62
+ | __label__fur_Latn | 0.9245382585751978 | 0.9755011135857461 | 0.8786359077231695 |
63
+ | __label__fuv_Latn | 0.5902097902097901 | 0.9745958429561201 | 0.42326980942828485 |
64
+ | __label__gaz_Latn | 0.6775032509752925 | 0.9630314232902033 | 0.522567703109328 |
65
+ | __label__gla_Latn | 0.9863291139240506 | 0.9959100204498977 | 0.9769307923771314 |
66
+ | __label__gle_Latn | 0.9919354838709677 | 0.9969604863221885 | 0.9869608826479438 |
67
+ | __label__glg_Latn | 0.7406969875959836 | 0.9008620689655172 | 0.6288866599799399 |
68
+ | __label__gug_Latn | 0.9090909090909091 | 0.9940476190476191 | 0.8375125376128385 |
69
+ | __label__guj_Gujr | 1.0 | 1.0 | 1.0 |
70
+ | __label__hat_Latn | 0.943568886629385 | 0.9567010309278351 | 0.9307923771313942 |
71
+ | __label__hau_Latn | 0.9261538461538461 | 0.9475341028331584 | 0.905717151454363 |
72
+ | __label__heb_Hebr | 0.997491219267436 | 0.9979919678714859 | 0.9969909729187563 |
73
+ | __label__hin_Deva | 0.8166351606805293 | 0.7721179624664879 | 0.8665997993981945 |
74
+ | __label__hne_Deva | 0.5758389261744966 | 0.8701825557809331 | 0.43029087261785354 |
75
+ | __label__hrv_Latn | 0.4147627416520211 | 0.49859154929577465 | 0.3550651955867603 |
76
+ | __label__hun_Latn | 0.990389479008599 | 0.9989795918367347 | 0.9819458375125376 |
77
+ | __label__hye_Armn | 1.0 | 1.0 | 1.0 |
78
+ | __label__ibo_Latn | 0.938062466913711 | 0.9932735426008968 | 0.8886659979939819 |
79
+ | __label__ilo_Latn | 0.8207084468664849 | 0.8985680190930787 | 0.7552657973921765 |
80
+ | __label__ind_Latn | 0.4522522522522522 | 0.410466067048242 | 0.5035105315947843 |
81
+ | __label__isl_Latn | 0.937125748502994 | 0.9324726911618669 | 0.9418254764292878 |
82
+ | __label__ita_Latn | 0.8658922914466738 | 0.9141583054626533 | 0.8224674022066198 |
83
+ | __label__jav_Latn | 0.10720268006700166 | 0.3248730964467005 | 0.0641925777331996 |
84
+ | __label__jpn_Jpan | 0.995 | 0.9920239282153539 | 0.9979939819458375 |
85
+ | __label__kab_Latn | 0.8279069767441861 | 0.7156432748538012 | 0.9819458375125376 |
86
+ | __label__kac_Latn | 0.9503619441571872 | 0.9807897545357525 | 0.921765295887663 |
87
+ | __label__kam_Latn | 0.42800944138473646 | 0.9927007299270073 | 0.2728184553660983 |
88
+ | __label__kan_Knda | 1.0 | 1.0 | 1.0 |
89
+ | __label__kas_Arab | 0.983206106870229 | 0.9979338842975206 | 0.9689067201604814 |
90
+ | __label__kas_Deva | 0.6412903225806451 | 0.8987341772151899 | 0.49849548645937813 |
91
+ | __label__kat_Geor | 1.0 | 1.0 | 1.0 |
92
+ | __label__kaz_Cyrl | 0.9949596774193549 | 1.0 | 0.9899699097291875 |
93
+ | __label__kbp_Latn | 0.9969849246231156 | 0.998992950654582 | 0.9949849548645938 |
94
+ | __label__kea_Latn | 0.5740740740740741 | 0.9901719901719902 | 0.40421263791374124 |
95
+ | __label__khk_Cyrl | 0.9939455095862765 | 1.0 | 0.9879638916750251 |
96
+ | __label__khm_Khmr | 1.0 | 1.0 | 1.0 |
97
+ | __label__kik_Latn | 0.958904109589041 | 0.936007640878701 | 0.9829488465396189 |
98
+ | __label__kin_Latn | 0.6975369458128079 | 0.6853823814133592 | 0.7101303911735206 |
99
+ | __label__kir_Cyrl | 0.9825436408977556 | 0.9771825396825397 | 0.9879638916750251 |
100
+ | __label__kmb_Latn | 0.05207328833172613 | 0.675 | 0.02708124373119358 |
101
+ | __label__kmr_Latn | 0.9924660974384731 | 0.993963782696177 | 0.9909729187562688 |
102
+ | __label__knc_Arab | 0.6881578947368421 | 1.0 | 0.5245737211634904 |
103
+ | __label__knc_Latn | 0.9110629067245121 | 0.9917355371900827 | 0.8425275827482447 |
104
+ | __label__kor_Hang | 1.0 | 1.0 | 1.0 |
105
+ | __label__ktu_Latn | 0.7816492450638792 | 0.9282758620689655 | 0.675025075225677 |
106
+ | __label__lao_Laoo | 1.0 | 1.0 | 1.0 |
107
+ | __label__lij_Latn | 0.8740331491712707 | 0.972939729397294 | 0.7933801404212638 |
108
+ | __label__lim_Latn | 0.4645257654966393 | 0.9093567251461988 | 0.3119358074222668 |
109
+ | __label__lin_Latn | 0.8202443280977313 | 0.9764542936288089 | 0.7071213640922769 |
110
+ | __label__lit_Latn | 0.9838383838383838 | 0.9908443540183113 | 0.9769307923771314 |
111
+ | __label__lmo_Latn | 0.6893939393939393 | 0.9301533219761499 | 0.5476429287863591 |
112
+ | __label__ltg_Latn | 0.9138297872340426 | 0.9728199320498301 | 0.8615847542627884 |
113
+ | __label__ltz_Latn | 0.8839779005524863 | 0.984009840098401 | 0.802407221664995 |
114
+ | __label__lua_Latn | 0.6875000000000001 | 0.9439579684763573 | 0.5406218655967904 |
115
+ | __label__lug_Latn | 0.7883905013192611 | 0.8318485523385301 | 0.7492477432296891 |
116
+ | __label__luo_Latn | 0.8675496688741722 | 0.9644171779141104 | 0.7883650952858575 |
117
+ | __label__lus_Latn | 0.8805384183959619 | 0.9987277353689568 | 0.7873620862587764 |
118
+ | __label__lvs_Latn | 0.9311348205625606 | 0.9014084507042254 | 0.9628886659979939 |
119
+ | __label__mag_Deva | 0.838743455497382 | 0.8773274917853231 | 0.8034102306920762 |
120
+ | __label__mai_Deva | 0.7282850779510022 | 0.818523153942428 | 0.6559679037111334 |
121
+ | __label__mal_Mlym | 1.0 | 1.0 | 1.0 |
122
+ | __label__mar_Deva | 0.9806835066864783 | 0.9686888454011742 | 0.9929789368104313 |
123
+ | __label__min_Latn | 0.498902706656913 | 0.9216216216216216 | 0.3420260782347041 |
124
+ | __label__mkd_Cyrl | 0.9106090373280943 | 0.8922040423484119 | 0.9297893681043129 |
125
+ | __label__mlt_Latn | 0.983206106870229 | 0.9979338842975206 | 0.9689067201604814 |
126
+ | __label__mni_Beng | 0.9969879518072289 | 0.9979899497487437 | 0.995987963891675 |
127
+ | __label__mos_Latn | 0.8797752808988765 | 1.0 | 0.7853560682046138 |
128
+ | __label__mri_Latn | 0.9944528492183561 | 1.0 | 0.9889669007021064 |
129
+ | __label__mya_Mymr | 1.0 | 1.0 | 1.0 |
130
+ | __label__nld_Latn | 0.7714285714285714 | 0.7579864472410455 | 0.7853560682046138 |
131
+ | __label__nno_Latn | 0.4238805970149254 | 0.8279883381924198 | 0.2848545636910732 |
132
+ | __label__nob_Latn | 0.5383912248628885 | 0.4945424013434089 | 0.5907723169508525 |
133
+ | __label__npi_Deva | 0.9243373493975904 | 0.8896103896103896 | 0.9618856569709128 |
134
+ | __label__nso_Latn | 0.9162614802809291 | 0.9929742388758782 | 0.8505516549648947 |
135
+ | __label__nus_Latn | 0.9924357034795763 | 0.9979716024340771 | 0.9869608826479438 |
136
+ | __label__nya_Latn | 0.7346938775510204 | 0.8448500651890483 | 0.649949849548646 |
137
+ | __label__oci_Latn | 0.7773952954675846 | 0.9081769436997319 | 0.6795386158475426 |
138
+ | __label__ory_Orya | 1.0 | 1.0 | 1.0 |
139
+ | __label__pag_Latn | 0.6662628709872804 | 0.8409785932721713 | 0.551654964894684 |
140
+ | __label__pan_Guru | 1.0 | 1.0 | 1.0 |
141
+ | __label__pap_Latn | 0.7862298722931704 | 0.8805970149253731 | 0.7101303911735206 |
142
+ | __label__pbt_Arab | 0.9904282115869019 | 0.9949392712550608 | 0.9859578736208626 |
143
+ | __label__pes_Arab | 0.4371681415929204 | 0.391132224861441 | 0.4954864593781344 |
144
+ | __label__plt_Latn | 0.3463131731565866 | 0.9952380952380953 | 0.20962888665997995 |
145
+ | __label__pol_Latn | 0.9476716274603936 | 0.9088397790055248 | 0.9899699097291875 |
146
+ | __label__por_Latn | 0.8779979144942649 | 0.9142236699239956 | 0.8445336008024072 |
147
+ | __label__prs_Arab | 0.391812865497076 | 0.7223719676549866 | 0.2688064192577733 |
148
+ | __label__quy_Latn | 0.9825610363726955 | 0.9762376237623762 | 0.9889669007021064 |
149
+ | __label__ron_Latn | 0.9889447236180905 | 0.9909365558912386 | 0.9869608826479438 |
150
+ | __label__run_Latn | 0.49208633093525184 | 0.8702290076335878 | 0.3430290872617854 |
151
+ | __label__rus_Cyrl | 0.9684959349593496 | 0.9814624098867147 | 0.9558676028084253 |
152
+ | __label__sag_Latn | 0.7475728155339806 | 0.946236559139785 | 0.6178535606820461 |
153
+ | __label__san_Deva | 0.9696345856922284 | 0.9957716701902748 | 0.9448345035105316 |
154
+ | __label__sat_Olck | 1.0 | 1.0 | 1.0 |
155
+ | __label__scn_Latn | 0.946236559139785 | 0.9665271966527197 | 0.9267803410230692 |
156
+ | __label__shn_Mymr | 1.0 | 1.0 | 1.0 |
157
+ | __label__sin_Sinh | 1.0 | 1.0 | 1.0 |
158
+ | __label__slk_Latn | 0.9537836465210767 | 0.9660493827160493 | 0.9418254764292878 |
159
+ | __label__slv_Latn | 0.7582608695652174 | 0.8983516483516484 | 0.6559679037111334 |
160
+ | __label__smo_Latn | 0.9314040728831725 | 1.0 | 0.8716148445336008 |
161
+ | __label__sna_Latn | 0.9021913415285944 | 0.965675057208238 | 0.8465396188565697 |
162
+ | __label__snd_Arab | 0.9989969909729187 | 0.9989969909729187 | 0.9989969909729187 |
163
+ | __label__som_Latn | 0.9324726911618669 | 0.9233038348082596 | 0.9418254764292878 |
164
+ | __label__sot_Latn | 0.6544262295081967 | 0.9450757575757576 | 0.5005015045135406 |
165
+ | __label__spa_Latn | 0.7279411764705883 | 0.7640573318632855 | 0.695085255767302 |
166
+ | __label__srd_Latn | 0.8759521218715997 | 0.9571938168846611 | 0.8074222668004012 |
167
+ | __label__srp_Cyrl | 0.9164086687306502 | 0.9436769394261424 | 0.8906720160481444 |
168
+ | __label__ssw_Latn | 0.7569866342648846 | 0.9599383667180277 | 0.6248746238716149 |
169
+ | __label__sun_Latn | 0.48016415868673057 | 0.7548387096774194 | 0.3520561685055166 |
170
+ | __label__swe_Latn | 0.9442724458204333 | 0.9723698193411264 | 0.917753259779338 |
171
+ | __label__swh_Latn | 0.690376569037657 | 0.7213114754098361 | 0.6619859578736209 |
172
+ | __label__szl_Latn | 0.954711087975013 | 0.9924242424242424 | 0.9197592778335005 |
173
+ | __label__tam_Taml | 1.0 | 1.0 | 1.0 |
174
+ | __label__taq_Latn | 0.5665236051502145 | 0.9875311720698254 | 0.3971915747241725 |
175
+ | __label__taq_Tfng | 0.9472033455305804 | 0.9890829694323144 | 0.9087261785356068 |
176
+ | __label__tat_Cyrl | 0.967741935483871 | 0.9577603143418467 | 0.9779338014042126 |
177
+ | __label__tel_Telu | 1.0 | 1.0 | 1.0 |
178
+ | __label__tgk_Cyrl | 0.9969879518072289 | 0.9979899497487437 | 0.995987963891675 |
179
+ | __label__tha_Thai | 1.0 | 1.0 | 1.0 |
180
+ | __label__tir_Ethi | 0.9822784810126582 | 0.9918200408997955 | 0.9729187562688064 |
181
+ | __label__tpi_Latn | 0.8181818181818183 | 0.9763560500695411 | 0.7041123370110332 |
182
+ | __label__tsn_Latn | 0.7382867960246097 | 0.6989247311827957 | 0.7823470411233701 |
183
+ | __label__tso_Latn | 0.7475728155339807 | 0.808634772462077 | 0.695085255767302 |
184
+ | __label__tuk_Latn | 0.998995983935743 | 1.0 | 0.9979939819458375 |
185
+ | __label__tum_Latn | 0.7907780979827089 | 0.9295392953929539 | 0.6880641925777332 |
186
+ | __label__tur_Latn | 0.9460500963391137 | 0.9101019462465245 | 0.9849548645937813 |
187
+ | __label__twi_Latn | 0.8448920863309353 | 0.9912221471978393 | 0.7362086258776329 |
188
+ | __label__uig_Arab | 1.0 | 1.0 | 1.0 |
189
+ | __label__ukr_Cyrl | 0.9929435483870966 | 0.9979736575481256 | 0.9879638916750251 |
190
+ | __label__umb_Latn | 0.7467492260061921 | 0.9757281553398058 | 0.60481444332999 |
191
+ | __label__urd_Arab | 0.974559686888454 | 0.9512893982808023 | 0.9989969909729187 |
192
+ | __label__uzn_Latn | 0.9873673572511369 | 0.994908350305499 | 0.9799398194583752 |
193
+ | __label__vec_Latn | 0.8845726970033296 | 0.9900621118012423 | 0.7993981945837513 |
194
+ | __label__vie_Latn | 0.9994982438534872 | 1.0 | 0.9989969909729187 |
195
+ | __label__war_Latn | 0.4996336996336997 | 0.9266304347826086 | 0.3420260782347041 |
196
+ | __label__wol_Latn | 0.9131378935939196 | 0.9952662721893492 | 0.843530591775326 |
197
+ | __label__xho_Latn | 0.5656565656565656 | 0.6938775510204082 | 0.477432296890672 |
198
+ | __label__ydd_Hebr | 0.9979939819458375 | 0.9979939819458375 | 0.9979939819458375 |
199
+ | __label__yor_Latn | 0.9366684406599255 | 0.9977324263038548 | 0.8826479438314945 |
200
+ | __label__yue_Hant | 0.5714285714285714 | 0.426245683275777 | 0.8665997993981945 |
201
+ | __label__zgh_Tfng | 0.9880715705765407 | 0.9793103448275862 | 0.9969909729187563 |
202
+ | __label__zsm_Latn | 0.3975741239892183 | 0.6057494866529775 | 0.2958876629889669 |
203
+ | __label__zul_Latn | 0.654422426292895 | 0.6315298507462687 | 0.679037111334002 |
204
 
205
+ # Aggregate Score By Augmentation Set
206
+ | Augmentation Set | F1 | Precision | Recall |
207
+ |---|---|---|---|
208
+ | dev/add | 0.5017140510421778 | 0.8485872380503885 | 0.35613737765019193 |
209
+ | dev/addemojis | 0.6785344089413673 | 0.8656588267762412 | 0.5579299474779017 |
210
+ | dev/antspeak | 0.30819067207065515 | 0.39731262039008336 | 0.25172562021038486 |
211
+ | dev/cyrillic | 0.42192181729496203 | 0.7154757825331742 | 0.29917338221561235 |
212
+ | dev/floresplus | 0.8058142394337586 | 0.8777638666472558 | 0.7447663186604148 |
213
+ | dev/delete | 0.7905690078871576 | 0.8752294678744976 | 0.7208423299455016 |
214
+ | dev/hashtag | 0.4050402002291 | 0.7412012090944934 | 0.2786586360065418 |
215
+ | dev/html | 0.7780557088813798 | 0.8549087595559869 | 0.7138805579299474 |
216
+ | dev/leetspeak | 0.5164637033007987 | 0.8058064245751524 | 0.3800119570534263 |
217
+ | dev/ngrams | 0.5937595265295564 | 0.7879372343903236 | 0.4763650557584082 |
218
+ | dev/short | 0.35642427676751326 | 0.698118918918919 | 0.2392991783231468 |
219
+ | dev/spongebob | 0.6736961336942954 | 0.8423874354867414 | 0.5612947216032333 |
220
+ | dev/swap | 0.8030097664725515 | 0.876918216548585 | 0.7405912318235495 |
221
+ | dev/url | 0.7352953705728492 | 0.8646126925183335 | 0.6396282443389281 |