Anomaly Segmentation on VisA 1.0 (test) benchmark leaderboard · SOTA2 Research

Anomaly Segmentation on VisA 1.0 (test)

97.2AUROC-segmWinCLIP

Evaluation Results

Method	Links
WinCLIP2023.05		97.2	47	—	87.6
WinCLIP2023.05		97.2	47	—	87.6
WinCLIP2023.05		96.8	43.5	—	86.2
PatchCore2023.05		96.8	43.9	—	84.9
WinCLIP2023.05		96.8	43.5	—	86.2
PatchCore2023.05		96.8	43.9	—	84.9
SPADE2023.05		96.6	43.6	—	87.3
SPADE2023.05		96.6	43.6	—	87.3
WinCLIP2023.05		96.4	41.3	—	85.1
WinCLIP2023.05		96.4	41.3	—	85.1
SPADE2023.05		96.2	40.5	—	85.7
APRIL-GAN2023.05		96.2	39.3	31.6	90.1
APRIL-GAN2023.05		96.2	40	32.2	90.2
SPADE2023.05		96.2	40.5	—	85.7
APRIL-GAN2023.05		96.2	39.3	31.6	90.1
APRIL-GAN2023.05		96.2	40	32.2	90.2
PatchCore2023.05		96.1	41	—	82.6
PatchCore2023.05		96.1	41	—	82.6
APRIL-GAN2023.05		96	38.5	30.9	90
APRIL-GAN2023.05		96	38.5	30.9	90
SPADE2023.05		95.6	35.5	—	84.1
SPADE2023.05		95.6	35.5	—	84.1
PatchCore2023.05		95.4	38	—	80.5
PatchCore2023.05		95.4	38	—	80.5
APRIL-GAN2023.05		94.2	32.3	25.7	86.8
APRIL-GAN2023.05		94.2	32.3	25.7	86.8
PaDiM2023.05		93.2	24.6	—	72.6
PaDiM2023.05		93.2	24.6	—	72.6
PaDiM2023.05		92	21.1	—	70.1
PaDiM2023.05		92	21.1	—	70.1
PaDiM2023.05		89.9	17.4	—	64.3
PaDiM2023.05		89.9	17.4	—	64.3
WinCLIP2023.05		79.6	14.8	—	56.8
WinCLIP2023.05		79.6	14.8	—	56.8