sismetanin/sbert-ru-sentiment-krnd

SBERT-Large on Kaggle Russian News Dataset

Model	Score	Rank	Dataset
			SentiRuEval-2016						RuSentiment		KRND	LINIS Crowd	RuTweetCorp	RuReviews
			TC			Banks
			micro F1	macro F1	F1	micro F1	macro F1	F1	wighted F1	F1	F1	F1	F1	F1
SOTA	n/s		76.71	66.40	70.68	67.51	69.53	74.06	78.50	n/s	73.63	60.51	83.68	77.44
XLM-RoBERTa-Large	76.37	1	82.26	76.36	79.42	76.35	76.08	80.89	78.31	75.27	75.17	60.03	88.91	78.81
SBERT-Large	75.43	2	78.40	71.36	75.14	72.39	71.87	77.72	78.58	75.85	74.20	60.64	88.66	77.41
MBARTRuSumGazeta	74.70	3	76.06	68.95	73.04	72.34	71.93	77.83	76.71	73.56	74.18	60.54	87.22	77.51
Conversational RuBERT	74.44	4	76.69	69.09	73.11	69.44	68.68	75.56	77.31	74.40	73.10	59.95	87.86	77.78
LaBSE	74.11	5	77.00	69.19	73.55	70.34	69.83	76.38	74.94	70.84	73.20	59.52	87.89	78.47
XLM-RoBERTa-Base	73.60	6	76.35	69.37	73.42	68.45	67.45	74.05	74.26	70.44	71.40	60.19	87.90	78.28
RuBERT	73.45	7	74.03	66.14	70.75	66.46	66.40	73.37	75.49	71.86	72.15	60.55	86.99	77.41
MBART-50-Large-Many-to-Many	73.15	8	75.38	67.81	72.26	67.13	66.97	73.85	74.78	70.98	71.98	59.20	87.05	77.24
SlavicBERT	71.96	9	71.45	63.03	68.44	64.32	63.99	71.31	72.13	67.57	72.54	58.70	86.43	77.16
EnRuDR-BERT	71.51	10	72.56	64.74	69.07	61.44	60.21	68.34	74.19	69.94	69.33	56.55	87.12	77.95
RuDR-BERT	71.14	11	72.79	64.23	68.36	61.86	60.92	68.48	74.65	70.63	68.74	54.45	87.04	77.91
MBART-50-Large	69.46	12	70.91	62.67	67.24	61.12	60.25	68.41	72.88	68.63	70.52	46.39	86.48	77.52