ModelChorusModelChorus
ChangamotoMazungumzoOrodha ya NafasiTelezeshaTathminiHistoria
Jinsi inavyofanya kaziAPIMasharti ya HudumaSera ya Faragha

Hakimiliki 2026 MeetKai Inc.

Tathmini/Functionary Swahili Mini/Kazi zote

Functionary Swahili Mini

kazi 22

Kila safu hapa chini ni kazi moja ya tathmini ambayo muundo huu ulitathminiwa kwayo. Safuwima ya Alama hupima wastani wa vipimo vyote ambavyo kazi inaripoti (usahihi, F1, ulinganifu kamili, n.k.). Bofya safu ili kuvinjari maswali binafsi na majibu ya muundo.

Wastani
62.2
AlamaLughaKaziVipimo
95.9Ukrainian (Ukraine)
ukrainian_polywrite
ukrainian open generation
open_quality_score: 95.9sample_len: 154.0
open_quality_score: 95.9sample_len: 154.0
88.7French (France)
french_sib200
french classification
f1_macro: 88.7sample_len: 204.0
f1_macro: 88.7sample_len: 204.0
87.8Ukrainian (Ukraine)
ukrainian_sib200
ukrainian classification
f1_macro: 87.8sample_len: 204.0
f1_macro: 87.8sample_len: 204.0
87.7Portuguese (Portugal)
portuguese_hatebr
portuguese classification
f1_macro: 87.7sample_len: 1400.0
f1_macro: 87.7sample_len: 1400.0
86.8Arabic (Saudi Arabia)
arabic_sib200
arabic classification
f1_macro: 86.8sample_len: 204.0
f1_macro: 86.8sample_len: 204.0
85.9Swahili (Tanzania)
swahili_sib200
swahili classification
f1_macro: 85.9sample_len: 204.0
f1_macro: 85.9sample_len: 204.0
85.4Albanian (Albania)
albanian_sib200
albanian classification
f1_macro: 85.4sample_len: 204.0
f1_macro: 85.4sample_len: 204.0
83.8Urdu (Pakistan)
urdu_facttool_qa
urdu claim
f1_macro: 83.8sample_len: 160.0
f1_macro: 83.8sample_len: 160.0
82.6Hausa (Nigeria)
hausa_sib200
hausa classification
f1_macro: 82.6sample_len: 204.0
f1_macro: 82.6sample_len: 204.0
75.0Urdu (Pakistan)
urdu_factcheckbench
urdu claim
f1_macro: 75.0sample_len: 387.0
f1_macro: 75.0sample_len: 387.0
73.9Urdu (Pakistan)
urdu_bingcheck
urdu claim
f1_macro: 73.9sample_len: 102.0
f1_macro: 73.9sample_len: 102.0
73.6French (France)
french_mgsm
french math
exact_match: 73.6sample_len: 250.0
exact_match: 73.6sample_len: 250.0
72.8Urdu (Pakistan)
urdu_fake_news
urdu classification
f1_macro: 72.8sample_len: 300.0
f1_macro: 72.8sample_len: 300.0
70.5Portuguese (Portugal)
portuguese_tweetsentbr
portuguese classification
f1_macro: 70.5sample_len: 2010.0
f1_macro: 70.5sample_len: 2010.0
69.8Hausa (Nigeria)
hausa_afrixnli
hausa nli
f1_macro: 69.8sample_len: 600.0
f1_macro: 69.8sample_len: 600.0
69.2Portuguese (Portugal)
portuguese_hate_speech
portuguese classification
f1_macro: 69.2sample_len: 851.0
f1_macro: 69.2sample_len: 851.0
37.7English (US)
english_mmlu_pro
english mmlu pro
exact_match: 37.7sample_len: 2100.0
exact_match: 37.7sample_len: 2100.0
30.4Urdu (Pakistan)
urdu_emotion_class
urdu classification
f1_macro: 30.4sample_len: 200.0
f1_macro: 30.4sample_len: 200.0
9.6English (US)
english_belebele
english mcq
f1_macro: 9.6sample_len: 900.0
f1_macro: 9.6sample_len: 900.0
0.5French (France)
french_fquad
french qa
exact_match: 0.5f1: 0.5sample_len: 400.0
exact_match: 0.5f1: 0.5sample_len: 400.0
0.0Arabic (Saudi Arabia)
arabic_tydiqa
arabic qa
exact_match: 0.0f1: 0.0sample_len: 921.0
exact_match: 0.0f1: 0.0sample_len: 921.0
0.0Hausa (Nigeria)
hausa_afriqa
hausa qa
exact_match: 0.0f1: 0.0sample_len: 300.0
exact_match: 0.0f1: 0.0sample_len: 300.0