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Misinformation Detection on AMTCele

88.88Accuracy

GPT4o

Updated 4d ago

Evaluation Results

Method
GPT4o 2024.06	88.88	89.34	88.88	88.84
GPT4o 2024.06	88.47	89.12	88.47	88.42
GPT4o 2024.06	88.16	88.56	88.16	88.13
GPT4o 2024.06	87.76	88.5	87.76	87.7
GPT4o 2024.06	87.24	88.24	87.24	87.16
Deepseek-R 2026.01	86.8	87.1	86.8	86.8
Deepseek-C 2026.01	86.2	86.4	86.2	86.2
gpt-4.1 2026.01	85.6	86.2	85.6	85.5
Deepseek-C 2026.01	84.6	85.6	84.6	84.5
RAAR-14b 2026.01	84.2	84.2	84.2	84.2
Deepseek-R 2026.01	83.2	83.3	83.2	83.2
gpt-4.1 2026.01	82	84.7	82	81.6
Llama-8b 2026.01	82	54.9	54.7	54.8
RAAR-8b 2026.01	81.2	81.3	81.2	81.2
RAEmoLLM 2026.01	80.8	84.3	80.8	80.3
Qwen-32b 2026.01	80.4	80.4	80.4	80.4
gpt-5-mini 2026.01	79	79.2	79	79
Qwen-8b 2026.01	78.6	79.9	78.6	78.4
IT_zs 2026.01	78.4	79.4	78.4	78.2
Qwen-14b 2026.01	78.2	78.5	78.2	78.1
gpt-5-mini 2026.01	78	78	78	78
Qwen-8b 2026.01	77.6	77.9	77.6	77.5
Mistral-7b 2024.06	77.35	78.22	77.35	77.17
IT_ra 2026.01	75	50.9	50	50.3
Mistral-7b 2024.06	74.69	77.48	74.69	74.04
Qwen-14b 2026.01	74.2	76.5	74.2	73.6
Qwen-32b 2026.01	74.2	75.7	74.2	73.8
ChatGPT 2024.06	72.65	74.2	72.65	72.21
ChatGPT 2024.06	71.63	76.28	71.63	70.32
Mistral-7b 2024.06	70.82	77.68	70.82	68.89
EDDFN 2024.06	70.41	73.13	70.41	69.51
Mistral-7b 2024.06	70.2	73.46	70.2	69.26
ChatGPT 2024.06	69.9	74.75	69.9	68.35
ChatGPT 2024.06	69.59	71.93	69.59	68.76
MARO 2026.01	68.8	-	-	68
EDDFN 2026.01	68	68.6	68	67.8
ChatGPT 2024.06	67.45	73.66	67.45	65.16
Llama-8b 2026.01	66.6	55.4	44.4	48.9
MetaAdapt 2024.06	64.29	65.64	64.29	63.5
Llama3.2-1b 2024.06	64.29	64.6	64.29	64.38
MDFEND 2026.01	64.2	66.3	64.2	63
Mistral-7b 2024.06	63.37	70.5	63.37	59.88
Vicuna-7b 2024.06	63.16	66.8	63.16	62.48
CANMD 2024.06	62.96	66.5	62.96	60.86
Gemma-2b 2024.06	62.35	62.98	62.35	62.13
Llama3.2-1b 2024.06	61.73	63.6	61.73	60.65
MetaAdapt 2026.01	60.8	57.6	82	67.7
Vicuna-7b 2024.06	60	60.69	60	60.23
MDFEND 2024.06	58.78	59.34	58.78	58.15
Gemma-2b 2024.06	58.47	61.9	58.47	55.25
Vicuna-7b 2024.06	58.37	58.72	58.37	58.06
RoBERTa 2024.06	56.78	72.28	56.78	47.3
Vicuna-7b 2024.06	56.22	60.4	56.22	52.06
Vicuna-7b 2024.06	54.9	55.45	54.9	53.84
BERT 2024.06	54.14	54.53	54.14	53.22
Llama3.2-1b 2024.06	53.98	54.83	53.98	52.22
CANMD 2026.01	50.4	75.1	50.4	34.2
MOSE 2024.06	50.31	50.51	50.31	44.82
Gemma-2b 2024.06	49.8	49.97	49.8	46.49
Gemma-2b 2024.06	49.29	49.28	49.29	49.27
MOSE 2026.01	49.2	24.8	49.2	33
Llama3.2-1b 2024.06	48.67	48.68	48.67	47.82
Llama3.2-1b 2024.06	47.96	48.41	47.96	48.01
Gemma-2b 2024.06	41.53	45.68	41.53	38.15