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Text Classification on AGNews (Accuracy and Speedup)

95.68Accuracy

LS-unLLaMA-2-7B

Updated 3d ago

Evaluation Results

Method	Links
LS-unLLaMA-2-7B 2023.10		95.68	-
LS-LLaMA-2-13B 2023.10		95.66	-
LS-unLLaMA-2-13B 2023.10		95.44	-
LS-LLaMA-2-7B 2023.10		95.38	-
RoBERTa-Large 2023.10		94.78	-
RoBERTa-Base 2023.10		94.7	-
BERT-Base 2023.10		94.51	-
BERT-Large 2023.10		94.45	-
AGN 2023.10		93.82	-
DepGraph 2023.01		91.75	16.28
DepGraph w/o SL 2023.01		91.53	16.28
DepGraph+CP 2023.01		91.5	16.28
DepGraph+Random 2023.01		91.23	16.28
GPT-3 175B 2023.10		84.3	-
T5 3B 2022.12		80.5	-
GPT-2 kNN-LM 2022.12		78.8	-
GPT-3 2022.12		75.4	-
GPT-3 + PMI 2022.12		74.7	-
NPM 2022.12		74.5	-
T5 2022.12		72	-
RoBERTa 2022.12		71.3	-
GPT-2 2022.12		67.4	-
GPT-2 + PMI 2022.12		65.1	-
LLaMA-2-13B 2023.10		59.4	-
LLaMA-2-7B 2023.10		52.4	-
GPT-3 175B 2023.10		43.9	-
LLaMA-2-7B 2023.10		37.39	-
GPT-2 kNN 2022.12		29.8	-