AIGI Detection on OpenSDI v1.5 (train test) benchmark leaderboard · SOTA2 Research

AIGI Detection on OpenSDI v1.5 (train test)

96.15F1 Score (SD1.5)CAT-Net

Evaluation Results

Method	Links
CAT-Net2026.04		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-Net2026.04		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-ViT2026.04		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-Net2026.04		93.47	93.65	79.27	82.33	59.85	70.42	62.8	72.13	27.59	56.78	64.6	75.06
MaskCLIP2026.04		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 + TAP2026.04		92.16	91.68	95.32	95.23	95.03	94.96	95.31	95.25	86.89	87.67	92.94	92.96
RINE2026.04		91.08	90.98	87.47	88.12	73.43	78.76	72.05	76.78	55.86	67.02	75.98	80.33
TruFor2026.04		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 + TAP2026.04		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-G2026.04		87.11	86.68	91.86	92.06	91.83	92.05	90.48	90.87	86.43	87.4	89.54	89.81
DualSight2026.04		85.5	84.96	93.41	93.53	92.02	92.25	92.64	92.86	79.3	82.06	88.57	89.13
CNNSpot2026.04		84.6	85.04	71.56	75.94	59.7	68.72	56.27	67.08	35.72	57.57	61.57	70.87
DeCLIP2026.04		80.68	78.31	84.02	82.77	70.69	70.55	69.93	68.4	51.77	65.61	71.42	73.13
GramNet2026.04		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-L2026.04		80.4	77.44	89.88	88.99	89.5	88.63	89.3	88.48	88.49	87.67	87.52	86.24
NPR2026.04		79.41	79.28	81.67	81.84	72.12	74.28	73.43	75.47	67.62	71.36	74.85	76.45
UniFD2026.04		77.45	77.6	80.62	81.92	70.74	74.83	71.09	75.17	61.1	69.06	72.2	75.72
FreqNet2026.04		75.88	77.7	60.97	68.37	53.15	64.02	53.5	64.37	38.47	57.08	56.39	66.31
ObjectFormer2026.04		71.72	75.22	66.79	72.55	49.19	62.92	48.32	62.54	37.92	58.05	54.79	66.26