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Fake News Detection on Gossipcop

92.68Accuracy

AMPEND

Updated 4d ago

Evaluation Results

Method
AMPEND 2025.12	92.68	93.04	92.1	92.57
AVOID 2026.01	88.2	87.6	88.2	87.9
BREAK 2026.01	86.4	86.1	86.4	86.3
L-Defense 2026.01	86.2	85.8	86.2	86.1
Adstyle 2026.01	85.7	85.1	85.7	84.9
MIMOE-FND 2026.01	85.4	84.7	85.4	84.7
AMPEND-LS 2025.12	85.33	85.53	85.33	85.43
ARG 2026.01	85.2	81.2	85.2	82.3
GenFEND 2026.01	85	85.3	85	84.8
dEFEND 2026.01	84.9	84.6	84.9	84.7
SheepDog 2026.01	84.3	83.1	84.3	83.4
Tsetlin machine 2026.02	84.08	-	-	83.44
HAN 2026.01	83.7	82.3	83.7	83.1
CSFND 2026.01	83.7	85.1	83.7	84.8
HMCAN 2026.01	83.6	81.8	83.6	82
ALGM 2026.01	83.1	81.7	83.1	80.5
BERT 2026.01	82.8	82	82.8	80.1
TEGRA 2026.02	82.69	-	-	81.87
RoBERTa 2026.02	82.68	-	-	83.46
TEGRA 2026.02	82.26	-	-	80.21
CAFE 2026.01	81.4	82.4	81.4	82
BERT 2026.02	80.25	-	-	78.62
TEGRA 2026.02	79.23	-	-	79.71
DEBERTA 2024.10	78.7	-	-	-
TEGRA 2026.02	77.73	-	-	78.37
BERT 2024.10	77.6	-	-	-
TEG 2026.02	77.56	-	-	77.56
TEG 2026.02	76.8	-	-	77.16
DEBERTA 2024.10	76.6	-	-	-
BERT 2024.10	76.5	-	-	-
GET 2024.10	75.8	-	-	-
AMPEND-LS 2025.12	74.21	74.22	73.68	73.95
DEFEND 2024.10	72.5	-	-	-
AMPEND-LS 2025.12	71.43	71.03	71.1	71.06
HYPHEN 2024.10	70.6	-	-	-
LLM 2026.02	68.79	-	-	60.16
LLM 2026.02	66.24	-	-	47.52
MGCA 2025.12	64.28	63.58	65.61	64.58
BREAK 2025.12	61.6	61.66	61.6	61.63
BREAK 2025.12	55.43	59.87	51	55.08
MGCA 2025.12	53.53	53.74	53.22	53.48
BREAK 2025.12	53.4	53.51	53.4	53.45
DeClarE 2026.02	50.64	-	-	50.32
MGCA 2025.12	49.79	49.67	49.65	49.65
MISTRAL 2024.10	41	-	-	-
CHATGPT 2024.10	39.3	-	-	-
MISTRAL 2024.10	39.1	-	-	-
CHATGPT 2024.10	36.8	-	-	-
SOTA-1 2022.09	-	71.5	52.1	60.3
SOTA-2 2022.09	-	68.4	66.2	67.3
SOTA-3 2022.09	-	73.2	63.8	68.2
HAN 2022.09	-	81.8	74.2	77.8
dEFEND 2022.09	-	72.9	78.2	75.5
BERT 2022.09	-	76.4	76.1	76.2
RoBERTa 2022.09	-	77.1	77.5	77.2
Hyphen-euclidean 2022.09	-	78.6	77.6	78.1
Hyphen-hyperbolic 2022.09	-	79.1	78.8	81.6