Image-level Detection on OpenSDI benchmark leaderboard · SOTA2 Research

Image-level Detection on OpenSDI

97.29SD1.5 F1 ScoreMesorch

Evaluation Results

Method	Links
Mesorch2026.04		97.29	97.32	79.42	82.79	55.41	68.85	55.55	68.97	24.46	56.65	62.42	74.92
IML-ViT2026.04		96.45	96.42	86.68	87.88	72.91	78.02	74.59	79.23	45.81	63.84	75.29	81.08
SparseViT2026.04		95.97	96.04	78.65	82.14	57.07	69.55	63.83	73.09	29.83	58.22	65.07	75.81
PSCC-Net2026.04		95.76	95.79	77.73	81.38	62.17	72.07	60.4	71.16	45.84	64.26	68.38	76.93
TruFor2026.04		95.55	95.45	88.17	88.91	65.56	73.14	68.45	74.91	35.05	58.77	70.56	78.24
CAT-Net2026.04		94.94	94.81	83.78	85.31	74.49	78.68	75.09	79.11	35.83	58.97	72.83	79.38
FASA2026.04		93.75	93.43	93.91	93.73	89.26	89.31	87.74	88.1	62.82	70.41	85.5	87
MVSS-Net2026.04		91.94	92.05	76.74	79.98	58.86	69.12	67.02	73.88	37.88	59.76	66.49	74.96
MaskCLIP2026.04		91.27	91.43	85.95	87.28	74.31	78.82	70.07	76.34	54.84	67.98	75.29	80.37
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
CNNDet2026.04		84.6	85.04	71.56	75.94	59.7	68.72	56.27	67.08	35.72	57.57	61.57	70.87
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
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