Traffic Sign Classification on Traffic Sign dataset benchmark leaderboard · SOTA2 Research

Traffic Sign Classification on Traffic Sign dataset

97.33RecallOurs

Evaluation Results

Method	Links
Ours2025.03		97.33	—	93.05	—
Ours2025.03		95.29	96	—	—
Ours2025.03		94.67	—	92.75	—
Ours2025.03		94.09	94.67	—	—
Ours2025.03		94.06	94.67	—	—
Ours2025.03		93.81	92	—	—
Ours2025.03		93.33	—	94.61	—
Ours2025.03		93.08	90.67	—	—
Ours2025.03		92.07	93.33	—	—
Ours2025.03		92	96.05	93.87	93.6
Ours2025.03		92	96.15	93.92	93.6
Ours2025.03		91.69	94.67	—	—
Ours2025.03		90.99	93.33	—	—
Ours2025.03		90.67	95.99	93.13	92.8
Ours2025.03		90.67	—	93.79	—
Adversarial Training2025.03		81.6	33.44	42.24	51.93
Adversarial Training2025.03		79.2	37.6	46.27	54.48
Adversarial Training2025.03		73.6	32.74	39.85	53.72
PAD2025.03		61.22	72.8	—	89.07
PAD2025.03		59.76	72	—	91.09
PAD2025.03		55.26	61.89	—	88.87
Adversarial Training2025.03		54.4	55.66	51.69	45.18
PAD2025.03		51.52	80	—	96.05
PAD2025.03		49.36	65.85	—	93.57
PAD2025.03		49.29	75.2	—	93.73
Adversarial Training2025.03		44	70.38	44.92	38.2
PAD2025.03		43.7	49.89	—	94.8
Adversarial Training2025.03		43.2	50.86	40.94	37.07
PAD2025.03		41.98	47.2	—	89.31
PAD2025.03		41.82	48	—	91.7
PAD2025.03		30.56	19.2	—	95.76
Adversarial Training2025.03		29.6	58.98	32.39	90.95
Adversarial Training2025.03		24.8	53.84	28.22	51
PAD2025.03		24.04	14.4	—	97.16
Adversarial Training2025.03		23.2	52.59	25.45	90
PAD2025.03		16.13	22.27	—	96.1
Adversarial Training2025.03		14.4	20.11	14.37	32.8
Adversarial Training2025.03		12.8	21.63	14.11	36
Adversarial Training2025.03		10.4	62.21	13.76	35.04
PAD2025.03		10	0.8	1.48	41.98
Adversarial Training2025.03		9.6	24.11	13.54	39.37
Adversarial Training2025.03		9.6	42.81	12.19	39.58
Adversarial Training2025.03		8.8	31.47	10.86	41.14
PAD2025.03		0.8	10	1.48	43.2
PAD2025.03		0.8	10	1.48	42.88