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AIGI Detection on OpenSDI v1.5 (train test)

96.15F1 Score (SD1.5)

CAT-Net

Updated 1mo ago

Evaluation Results

Method	Links
CAT-Net 2026.04		96.15	96.15	79.32	82.46	64.76	73.34	65.26	73.61	22.66	55.26	65.63	76.16
PSCC-Net 2026.04		96.07	96.14	76.85	80.94	55.7	68.81	59.78	70.89	51.77	67.04	68.03	76.76
IML-ViT 2026.04		94.47	75.73	69.7	61.19	40.98	49.95	44.69	51.25	18.2	43.62	53.61	56.35
MVSS-Net 2026.04		93.47	93.65	79.27	82.33	59.85	70.42	62.8	72.13	27.59	56.78	64.6	75.06
MaskCLIP 2026.04		92.64	92.72	88.71	89.45	78.02	81.22	73.07	78.01	56.49	68.5	77.79	81.98
PE-Core-ViT-G + TAP 2026.04		92.16	91.68	95.32	95.23	95.03	94.96	95.31	95.25	86.89	87.67	92.94	92.96
RINE 2026.04		91.08	90.98	87.47	88.12	73.43	78.76	72.05	76.78	55.86	67.02	75.98	80.33
TruFor 2026.04		90.12	97.73	35.93	55.62	58.04	66.41	59.73	67.51	49.12	61.62	58.59	69.78
PE-Core-ViT-L + TAP 2026.04		89.19	88.8	94.46	94.42	94.18	94.14	93.6	93.6	86.78	87.58	91.64	91.71
PE-Core-ViT-G 2026.04		87.11	86.68	91.86	92.06	91.83	92.05	90.48	90.87	86.43	87.4	89.54	89.81
DualSight 2026.04		85.5	84.96	93.41	93.53	92.02	92.25	92.64	92.86	79.3	82.06	88.57	89.13
CNNSpot 2026.04		84.6	85.04	71.56	75.94	59.7	68.72	56.27	67.08	35.72	57.57	61.57	70.87
DeCLIP 2026.04		80.68	78.31	84.02	82.77	70.69	70.55	69.93	68.4	51.77	65.61	71.42	73.13
GramNet 2026.04		80.51	80.35	74.01	76.66	65.28	70.76	64.35	70.29	52	63.37	67.23	72.29
PE-Core-ViT-L 2026.04		80.4	77.44	89.88	88.99	89.5	88.63	89.3	88.48	88.49	87.67	87.52	86.24
NPR 2026.04		79.41	79.28	81.67	81.84	72.12	74.28	73.43	75.47	67.62	71.36	74.85	76.45
UniFD 2026.04		77.45	77.6	80.62	81.92	70.74	74.83	71.09	75.17	61.1	69.06	72.2	75.72
FreqNet 2026.04		75.88	77.7	60.97	68.37	53.15	64.02	53.5	64.37	38.47	57.08	56.39	66.31
ObjectFormer 2026.04		71.72	75.22	66.79	72.55	49.19	62.92	48.32	62.54	37.92	58.05	54.79	66.26