Synthetic Image Detection on Benchmark protocol benchmark leaderboard · SOTA2 Research

Synthetic Image Detection on Benchmark protocol

100ProGANWang et al.

Evaluation Results

Method	Links
Wang et al.2026.06		100	96.5	98.5	98.9	66.6	32.9	64.3	48.5	59.2	41.5	78	64.9	58.6	54.3	64.8	10.9	40.2	84.8	64.6
Grag. et al.2026.06		100	99.8	97.5	98.8	82.8	92.1	74.7	62.8	91.9	52.5	69.9	69.6	65.3	58	58.3	2.4	43.1	63.5	71.3
Liu et al.2026.06		100	99.8	98.4	98.5	98.2	95.4	82.5	76.5	97.6	77.4	72.2	98.7	88	31.1	70.4	0.2	40.7	11.8	74.3
LGrad2026.06		100	91.2	83.8	81.8	82.2	80.6	76.9	66.1	81.1	61.5	68.8	74.1	56.2	57.2	58.6	37.9	56.3	40.6	69.7
Ojha et al.2026.06		100	93.9	92.3	98.2	96	58.4	86.7	80.8	85.7	89.5	92.9	80.6	77.8	85.1	95.2	36.4	66.2	97.5	84.1
NPR2026.06		100	85.6	77	96.4	88.7	91.1	86.3	79.3	90.2	64.5	91.6	80.1	78.4	76.7	39.5	48.7	77	32.1	76.8
CHROMA2026.06		97.4	85.4	86.9	100	84.4	96.3	82.5	99.6	95.2	99.8	98.8	87.2	99	100	52	15.5	83.7	8.8	81.8
Mand. et al.2026.06		96.2	93.8	100	92.6	61.8	99.8	56.5	40.5	70	36.8	47.2	65	59.1	27	14.5	14.7	24.3	36.7	57.6
CHROMA2026.06		96.1	89.4	86.5	100	82.7	97.5	84.8	99.6	97.4	99.9	98.8	87.7	98.3	100	100	20.2	97.7	3.8	85.6
Cozzolino et al. 10k+2026.06		93.4	87.1	87.6	99.9	78.5	89.2	79.9	99.7	84.7	91.3	97.9	99.4	94	90.1	86.3	92.9	81.7	87.2	90
PatchFor.2026.06		92.3	84.5	91.8	91.2	64.7	83.3	74.8	96.2	78.1	62.4	62.7	78.7	83.1	68.4	41.9	52.7	57.8	49.4	73
Corvi et al.2026.06		79.4	73.7	50	97.1	63.4	65	80.7	91.9	100	100	99.9	85.7	100	100	69.4	60.8	100	98	84.2
DIRE-22026.06		54.2	52.5	43	99.6	76	41	70.1	70.1	69.3	46.9	97	98.2	98.3	42.8	41	49.6	47.8	43	63.3
DIRE-12026.06		50.6	56.9	47.8	99.9	74.1	44.3	75.7	71.4	68.7	39.4	98.9	99.1	99.6	47.1	44.7	47.6	51	57.4	65.2