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Image-level Detection on OpenSDI

97.29SD1.5 F1 Score

Mesorch

Updated 4d ago

Evaluation Results

Method	Links
Mesorch 2026.04		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-ViT 2026.04		96.45	96.42	86.68	87.88	72.91	78.02	74.59	79.23	45.81	63.84	75.29	81.08
SparseViT 2026.04		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-Net 2026.04		95.76	95.79	77.73	81.38	62.17	72.07	60.4	71.16	45.84	64.26	68.38	76.93
TruFor 2026.04		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-Net 2026.04		94.94	94.81	83.78	85.31	74.49	78.68	75.09	79.11	35.83	58.97	72.83	79.38
FASA 2026.04		93.75	93.43	93.91	93.73	89.26	89.31	87.74	88.1	62.82	70.41	85.5	87
MVSS-Net 2026.04		91.94	92.05	76.74	79.98	58.86	69.12	67.02	73.88	37.88	59.76	66.49	74.96
MaskCLIP 2026.04		91.27	91.43	85.95	87.28	74.31	78.82	70.07	76.34	54.84	67.98	75.29	80.37
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
CNNDet 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
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
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