Zero-shot Sentiment Classification on AfriSenti

Metric: weighted-F1 score (higher is better)

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#	Model↕	weighted-F1 score▼	Extra Data	Paper	Date↕	Code
1	SACL-XLMR	0.589	No	UCAS-IIE-NLP at SemEval-2023 Task 12: Enhancing ...	2023-06-01	Code
2	AfroXLMR	0.561	No	UCAS-IIE-NLP at SemEval-2023 Task 12: Enhancing ...	2023-06-01	Code
3	AfriBERTa	0.439	No	UCAS-IIE-NLP at SemEval-2023 Task 12: Enhancing ...	2023-06-01	Code
4	XLM-R	0.399	No	UCAS-IIE-NLP at SemEval-2023 Task 12: Enhancing ...	2023-06-01	Code
5	Random	0.34	No	UCAS-IIE-NLP at SemEval-2023 Task 12: Enhancing ...	2023-06-01	Code

#1SACL-XLMRSOTA
0.589
weighted-F1 score· 2023-06-01
UCAS-IIE-NLP at SemEval-2023 Task 12: Enhancing Generalization of Multilingual BERT for Low-resource Sentiment Analysis Code
#2AfroXLMR
0.561
weighted-F1 score· 2023-06-01
UCAS-IIE-NLP at SemEval-2023 Task 12: Enhancing Generalization of Multilingual BERT for Low-resource Sentiment Analysis Code
#3AfriBERTa
0.439
weighted-F1 score· 2023-06-01
UCAS-IIE-NLP at SemEval-2023 Task 12: Enhancing Generalization of Multilingual BERT for Low-resource Sentiment Analysis Code
#4XLM-R
0.399
weighted-F1 score· 2023-06-01
UCAS-IIE-NLP at SemEval-2023 Task 12: Enhancing Generalization of Multilingual BERT for Low-resource Sentiment Analysis Code
#5Random
0.34
weighted-F1 score· 2023-06-01
UCAS-IIE-NLP at SemEval-2023 Task 12: Enhancing Generalization of Multilingual BERT for Low-resource Sentiment Analysis Code