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Veracity Prediction on LIAR RAW

50.59Macro F1

S-EGS

Updated 1mo ago

Evaluation Results

Method	Links
S-EGS 2025.11		50.59	52.45	50.39
SFT 2025.11		43.05	48.38	46.83
RAFTS 2025.05		42	47	37
HiSS (Google) 2025.11		37.5	46.8	31.3
HiSS 2025.05		37	46	31
G-DefenseLLaMA3.1 2026.04		32.49	34.17	32.37
G-Defense 2026.04		31.55	33.09	31.55
L-DenfenseLLaMA2 2026.04		31.4	31.63	31.71
L-Defense (Llama2) 2025.05		31	31	31
G-Defensebackground 2026.04		30.89	31.5	31.28
L-DenfenseGPT-3.5 2026.04		30.53	30.55	32.2
L-Denfense 2025.11		30.53	30.55	32.2
FactLLaMAknow 2026.04		30.44	32.46	32.05
FactLLaMA (Google) 2025.11		30.44	32.46	32.05
G-Defensedecomp+ 2026.04		30.36	32.03	30.23
FactLLaMA 2025.05		30	32	32
L-Defense (ChatGPT) 2025.05		30	30	32
FactLLaMA 2026.04		29.98	32.32	31.57
G-Defensehyper 2026.04		29.75	31.21	29.53
L-Defense (Reproduced) 2025.05		29	29	29
CofCED 2026.04		28.93	29.48	29.55
MUSER 2026.04		26.52	27.8	26.58
GenFE 2026.04		26.49	28.01	26.16
RAV 2025.11		25.4	-	-
GPT-3.5claim 2026.04		25.11	25.41	27.33
ChatGPT 2025.11		25.11	25.41	27.33
SBERT-FC 2026.04		22.19	24.09	22.07
GPT-3.5full 2026.04		21.9	29.64	23.57
ChatGPT 2025.11		21.9	29.64	23.57
dEFEND 2026.04		17.51	23.09	18.56
GenFE-MT 2026.04		15.15	18.55	19.9
LLaMA2claim 2026.04		15.14	17.11	17.37