cross-lingual co.classify results

	A	B	C	D	E	F	G	H	I	J	K	L	M	N	O	P	Q	R	S	T	U	V	W	X	Y	Z	AA	AB	AC	AD	AE	AF	AG	AH	AI	AJ	AK	AL	AM	AN	AO	AP	AQ	AR	AS	AT	AU	AV	AW	AX	AY	AZ	BA	BB
1	Train: 10 examples per class in en-US
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3	Cohere multilingual-22-12	en-US	Avg (non English)	af-ZA	am-ET	ar-SA	az-AZ	bn-BD	ca-ES	cy-GB	da-DK	de-DE	el-GR	es-ES	fa-IR	fi-FI	fr-FR	he-IL	hi-IN	hu-HU	hy-AM	id-ID	is-IS	it-IT	ja-JP	jv-ID	ka-GE	km-KH	kn-IN	ko-KR	lv-LV	ml-IN	mn-MN	ms-MY	my-MM	nb-NO	nl-NL	pl-PL	pt-PT	ro-RO	ru-RU	sl-SL	sq-AL	sv-SE	sw-KE	ta-IN	te-IN	th-TH	tl-PH	tr-TR	ur-PK	vi-VN	zh-CN	zh-TW
4	Nearest Neighbor (cosine)	51.3	42.9	45.4	40.6	34.8	41.2	44.4	40.8	35.1	47.3	45.6	41.6	42.2	45.4	45.7	47.3	40.3	45.5	44.2	40.5	47.2	40.2	44.2	45.9	32.9	34.8	32.4	43.5	44.7	44.1	45.3	41.9	43.9	41.7	46.7	48.4	46.0	45.1	45.6	46.0	44.9	43.6	48.6	35.9	43.2	45.1	40.0	40.0	44.4	40.1	43.5	46.2	43.1
5	Nearest Neighbor (dot product)	58.1	51.3	52.5	48.5	45.0	50.2	51.5	51.9	45.5	55.2	52.8	52.0	52.0	55.5	52.0	55.2	50.3	52.9	52.1	48.5	54.3	49.9	54.0	53.5	43.9	42.1	42.7	52.4	54.0	49.9	51.7	51.5	52.9	49.1	54.5	55.2	53.1	53.4	53.1	52.8	53.2	51.3	55.9	45.5	50.0	52.9	48.4	51.2	53.8	50.7	49.7	54.3	51.1
6	Nearest Neighbor (euclidean)	50.3	41.4	43.8	39.3	33.5	39.6	42.7	38.7	33.6	46.2	43.4	39.9	41.0	43.3	44.1	45.9	38.6	44.2	43.2	39.3	46.4	38.8	42.6	43.9	31.5	33.2	31.3	42.0	43.2	42.7	43.7	40.8	42.1	40.1	45.1	47.2	44.3	43.3	43.8	44.8	43.2	42.5	47.1	34.2	41.6	43.4	38.7	38.6	42.5	37.9	42.0	45.1	42.1
7	Nearest Centroid (cosine)	72.9	63.6	64.7	59.5	53.7	63.0	62.8	65.1	55.5	69.0	65.5	63.1	66.7	68.5	67.2	69.1	61.5	66.6	65.6	61.8	68.9	62.3	67.5	67.0	53.3	50.2	52.8	63.0	63.8	64.3	62.7	62.6	66.0	59.0	68.8	69.2	68.1	66.4	66.9	67.1	66.0	62.5	70.1	55.7	60.5	65.6	58.0	64.1	66.0	62.8	61.9	69.3	64.1
8	Nearest Centroid (dot product)	57.8	49.8	50.6	47.8	42.5	47.4	50.7	48.1	43.1	53.9	51.7	48.8	50.0	53.6	52.2	52.4	49.2	52.4	51.2	46.7	52.7	46.9	52.4	53.8	42.6	40.3	40.2	50.6	53.3	50.2	50.3	50.5	50.4	47.5	52.6	54.4	51.8	51.4	50.6	52.1	50.8	48.5	54.0	43.0	48.7	52.6	47.2	50.3	50.9	50.5	48.4	54.7	51.6
9	Nearest Centroid (euclidean)	73.1	63.8	64.8	59.7	53.6	63.3	62.6	65.3	55.6	69.2	65.7	63.1	66.9	68.6	67.5	69.4	61.7	66.8	65.8	61.9	69.1	62.5	67.7	67.2	53.4	50.1	52.6	63.3	63.8	64.3	63.0	62.4	66.6	59.1	69.0	69.6	68.3	66.7	66.8	67.3	66.3	62.7	70.2	55.8	60.6	65.4	58.0	64.3	66.3	62.8	61.9	69.3	64.2
10	Logistic Regression Classifier	73.5	62.7	64.9	59.2	52.3	62.2	62.4	62.6	55.6	68.4	65.6	63.0	65.9	67.0	65.7	68.5	59.8	65.8	65.8	60.2	67.1	61.3	65.1	65.0	53.4	50.1	51.7	61.7	63.0	63.6	62.0	61.5	64.8	58.1	67.8	69.2	65.9	65.7	65.6	65.6	65.5	62.9	69.4	56.6	59.0	64.1	57.3	63.4	64.6	61.6	59.6	67.3	63.0
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13	Sentence-Transformers (paraphrase-multilingual-mpnet-base-v2)	en-US	Avg (non English)	af-ZA	am-ET	ar-SA	az-AZ	bn-BD	ca-ES	cy-GB	da-DK	de-DE	el-GR	es-ES	fa-IR	fi-FI	fr-FR	he-IL	hi-IN	hu-HU	hy-AM	id-ID	is-IS	it-IT	ja-JP	jv-ID	ka-GE	km-KH	kn-IN	ko-KR	lv-LV	ml-IN	mn-MN	ms-MY	my-MM	nb-NO	nl-NL	pl-PL	pt-PT	ro-RO	ru-RU	sl-SL	sq-AL	sv-SE	sw-KE	ta-IN	te-IN	th-TH	tl-PH	tr-TR	ur-PK	vi-VN	zh-CN	zh-TW
14	Nearest Neighbor (cosine)	59.8	46.4	43.7	29.0	43.8	41.1	40.0	51.5	14.6	53.6	50.7	53.4	55.5	53.2	51.4	55.2	49.2	53.4	56.6	46.5	54.9	27.9	53.7	52.4	27.3	41.6	34.3	38.7	52.3	50.6	43.7	44.3	51.4	44.9	53.8	54.5	54.5	55.3	53.3	53.1	52.8	53.0	55.3	10.8	39.6	39.3	50.1	25.2	53.2	46.6	49.8	53.1	51.3
15	Nearest Neighbor (dot product)	59.5	45.3	42.7	29.0	41.9	39.0	38.8	51.1	14.5	52.2	50.2	51.3	54.3	52.5	50.4	54.0	47.4	52.0	55.5	44.8	54.1	27.4	52.2	52.0	27.0	40.6	34.0	37.0	49.5	49.7	41.7	42.7	49.8	44.0	53.3	53.4	53.0	54.1	52.1	52.3	51.9	51.3	54.0	12.1	38.1	38.7	49.2	26.2	52.2	45.3	48.5	51.9	49.9
16	Nearest Neighbor (euclidean)	59.7	39.3	34.2	17.7	35.0	32.2	29.9	46.3	7.6	49.8	42.9	46.3	51.4	50.0	44.4	49.3	43.1	47.8	52.2	33.8	51.7	16.3	48.8	42.9	17.7	32.4	24.3	30.4	45.5	43.8	35.1	32.2	47.1	41.4	49.3	51.2	46.3	51.2	48.0	42.0	47.2	48.4	50.2	5.4	29.8	29.5	41.1	15.9	49.0	42.4	45.6	46.8	44.0
17	Nearest Centroid (cosine)	69.3	53.9	50.1	35.2	50.6	48.2	46.2	59.7	19.6	61.0	57.8	59.9	63.3	62.2	60.0	64.4	56.6	61.8	64.1	52.9	63.3	33.3	62.4	60.5	34.3	47.0	41.3	47.2	58.5	58.3	49.7	50.8	59.5	51.1	61.8	63.7	62.3	63.0	62.0	60.8	60.9	59.9	63.6	17.5	46.1	48.7	57.8	32.9	62.6	54.7	57.7	61.9	59.1
18	Nearest Centroid (dot product)	55.6	42.8	37.8	28.6	39.8	38.5	36.9	47.5	12.8	50.0	46.6	47.0	50.7	50.3	46.8	50.9	45.9	49.5	51.2	41.2	50.7	24.7	50.2	49.3	25.8	37.0	31.9	37.7	48.0	46.6	39.8	40.5	46.7	43.0	49.9	51.2	49.4	50.8	49.1	48.2	48.1	48.4	50.8	11.5	36.3	38.4	46.7	24.8	50.3	42.7	46.5	48.7	46.4
19	Nearest Centroid (euclidean)	72.1	51.5	44.0	30.7	47.1	44.6	41.5	59.1	16.6	60.6	54.3	57.5	63.3	62.4	57.2	63.0	54.0	61.5	63.4	47.7	62.9	25.5	62.1	56.7	30.3	42.3	35.6	42.9	57.3	55.7	46.6	46.2	59.0	51.8	61.0	63.4	60.3	63.0	61.2	56.7	60.6	60.3	63.3	13.0	42.2	43.9	54.8	28.2	61.7	53.4	57.0	60.9	58.1
20	Logistic Regression Classifier	72.0	54.4	49.4	32.2	50.6	48.5	46.0	61.5	17.8	63.2	58.9	61.1	66.0	63.8	60.9	65.4	57.1	63.2	66.5	53.2	64.9	31.0	63.6	60.3	32.9	45.8	39.5	45.5	60.0	59.1	50.2	50.6	60.8	52.6	64.2	64.7	64.2	65.3	63.7	61.4	62.5	61.5	65.7	14.5	45.7	47.7	58.8	30.4	65.1	56.3	57.9	63.7	60.8
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