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AIGI Detection on AIGI-Holmes

99.6Janus Accuracy

Qwen2.5-VL-7B

Updated 16d ago

Evaluation Results

Method
Qwen2.5-VL-7B 2026.05	99.6	-	-	-	-	-	-	-	-	-	-	-	99.9	99.8	99.8	63	77.5	84.9	90.7	80.7	89.9	98.1	98.7	99.8	99.9	99.6	99.8	98.2	98.9	54.2	66.2	87.8	92.1
GenShield 2026.05	98.8	-	-	-	-	-	-	-	-	-	-	-	99.7	99.5	99.8	99.4	99.9	99.2	99.9	98.8	99.5	98.9	99.7	99.4	99.9	99.3	99.9	96.7	99.8	97.9	99.7	98.8	99.8
AIGI-Holmes 2026.05	95.7	-	-	-	-	-	-	-	-	-	-	-	99.8	99.1	100	93.4	99.6	97.5	99.9	98	99.9	99.6	100	99.2	100	95.2	99.8	98.8	99.9	79.5	96.5	95.6	99.5
AIDE 2026.05	91.2	-	-	-	-	-	-	-	-	-	-	-	99.1	98.9	99.9	97.8	99.8	98	99.8	99.4	100	98.7	99.9	93.6	99.3	98.6	99.9	99.4	100	94.4	99.5	97	99.7
RINE 2026.05	89.9	-	-	-	-	-	-	-	-	-	-	-	98.3	98.7	99.9	97.2	99.6	98.8	99.9	99.1	100	99.2	99.9	85	97.9	98.9	99.8	97.8	99.7	97.1	99.7	96.2	99.5
UniFD 2026.05	87.6	-	-	-	-	-	-	-	-	-	-	-	97.8	96.9	99.5	96.4	99.5	85.9	97.4	93.1	98.6	79.2	96.2	64.3	85.9	75.7	94.4	87.8	97.8	69.6	91.4	83.6	95.9
FakeVLM 2026.05	86.8	-	-	-	-	-	-	-	-	-	-	-	93	83.3	83.5	68	72.6	78.3	81.9	86.8	87.3	83.4	85.3	82	84.1	77.1	82.3	82.5	84.2	83.7	89.5	81.2	84.4
AntifakePrompt 2026.05	72.2	-	-	-	-	-	-	-	-	-	-	-	87.4	84.3	94	84.8	93.1	86.2	95.5	96.2	99.4	83.6	94.1	90.7	95.6	81.7	92.8	92.8	97.8	66.1	80.8	83.9	93.1
LaRE 2026.05	70.8	-	-	-	-	-	-	-	-	-	-	-	99.3	74.7	97.5	95.6	99.7	80	99	91.6	99.6	77.9	99.6	98.8	100	82.2	99.7	94.1	99.5	84.3	99	85	99.3
CNNSpot 2026.05	70	-	-	-	-	-	-	-	-	-	-	-	86	70.9	85.8	85	93.6	72.2	86	61.9	71.4	86.8	94.6	59.9	75	78.2	90.1	63.8	81.1	79.9	92	72.9	85.6
NPR 2026.05	51.2	-	-	-	-	-	-	-	-	-	-	-	55.9	69.5	75.1	73.9	77.9	93.7	99.6	93.5	99.4	93.8	99.9	85.9	91.2	93.4	99.1	91.6	97.7	93.6	99.5	84	89.5
CNNSpot 2026.05	-	70	70.9	85	72.2	61.9	86.8	59.9	78.2	63.8	79.9	72.9	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
AntiFakePrompt 2026.05	-	72.2	84.3	84.8	86.2	96.2	83.6	90.7	81.7	92.8	66.1	83.9	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
UniFD 2026.05	-	87.6	96.9	96.4	85.9	93.1	79.2	64.3	75.7	87.8	69.6	83.6	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
NPR 2026.05	-	51.2	69.5	73.9	93.7	93.5	93.8	85.9	93.4	91.6	93.6	84	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
LaRE 2026.05	-	70.8	74.7	95.6	80	91.6	77.9	98.8	82.2	94.1	84.3	85	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
RINE 2026.05	-	89.9	98.7	97.2	98.8	99.1	99.2	85	98.9	97.8	97.1	96.2	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
AIDE 2026.05	-	91.2	98.9	97.8	98	99.4	98.7	93.6	98.6	99.4	94.4	97	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
AIGI-Holmes 2026.05	-	80.2	91.9	89.6	98	98	98.4	76	98.5	97.8	94.2	92.3	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
AIGI-R1 2026.05	-	75.97	92.61	88.58	99.08	99.87	99.87	80.36	99.84	99.68	99.51	93.54	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
ReAlign 2026.05	-	95.84	99.64	99.85	99.89	99.92	99.95	99.74	99.79	99.83	99.74	99.44	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-