Visual Anomaly Detection Performance and Efficiency on ViSA benchmark leaderboard · SOTA2 Research

Visual Anomaly Detection Performance and Efficiency on ViSA

89Image F1PatchCore

Evaluation Results

Method	Links
PatchCore2026.04		89	7	3.46	23.41
PatchCore2026.04		88	7	2.29	16.45
PatchCore2026.04		88	7	4.15	31.04
PatchCore2026.04		86	6	2.06	12.11
PatchCore2026.04		86	6	1.77	8.14
PatchCore2026.04		85	5	1.14	6.06
PaDiM2026.04		84	29	11.96	1,469.91
PaDiM2026.04		83	24	2.24	447.82
PaDiM2026.04		82	24	6.52	959.62
STFPM2026.04		80	24	0.9	11.21
PaDiM Lite2026.04		79	18	0.34	25.59
PaDiM Lite2026.04		79	21	0.57	46.67
STFPM2026.04		79	20	0.9	19.82
paSTe2026.04		79	25	0.68	8.32
paSTe2026.04		78	28	0.68	16.94
paSTe2026.04		78	20	0.32	6.6
PaDiM2026.04		77	17	0.36	29.86
PaDiM2026.04		77	22	1.22	98
PaDiM Lite2026.04		77	14	0.52	37.63
STFPM2026.04		77	18	0.45	7.58
paSTe2026.04		77	24	0.32	15.22
CFA2026.04		76	16	3.03	17.01
CFA2026.04		76	12	3.03	8.39
PaDiM2026.04		76	13	0.81	63.98
STFPM2026.04		76	17	0.45	16.19
CFA2026.04		75	20	5.73	20.46
CFA2026.04		75	17	5.73	11.84
PaDiM Lite2026.04		74	7	0.23	1.71
PaDiM Lite2026.04		74	4	0.41	2.51
STFPM2026.04		74	12	0.81	15.43
SimpleNet2026.04		74	14	1.2	17.41
CFA2026.04		73	13	4.6	17.58
PaDiM Lite2026.04		73	4	0.46	3.11
STFPM2026.04		73	2	0.81	6.82
SimpleNet2026.04		73	7	0.53	15.36
SimpleNet2026.04		73	5	0.53	6.74
SimpleNet2026.04		73	14	1.2	8.8
SimpleNet2026.04		73	6	0.93	6.52
paSTe2026.04		73	2	0.56	14.8
paSTe2026.04		73	4	0.56	6.18
CFA2026.04		72	10	4.6	8.97
SimpleNet2026.04		72	6	0.93	15.14