Codesota · Models · PaDiMResearch1 results · 1 benchmarks
Model card

PaDiM.

Researchopen-sourceMultivariate Gaussian + Pretrained CNNApache 2.0

Patch-wise anomaly detection using pretrained embeddings and Mahalanobis distance.

§ 01 · Benchmarks

Every benchmark PaDiM has a recorded score for.

#BenchmarkArea · TaskMetricValueRankDateSource
01MVTec ADIndustrial Inspection · Anomaly Detectionauroc97.9%#8/9source ↗
Rank column shows this model’s position vs all other models scored on the same benchmark + metric (competitors after the slash). #1 in red means current SOTA. Sorted by rank, then newest result.
§ 02 · Strengths by area

Where PaDiM actually performs.

Industrial Inspection
1
benchmark
avg rank #8.0
§ 04 · Related models

Other Research models scored on Codesota.

DenseNet-121 (Chest X-ray)
8M params · 4 results · 2 SOTA
SimpleNet
2 results · 2 SOTA
DGN
1 result · 1 SOTA
DeepASD
1 result · 1 SOTA
DefectDet (ResNet)
1 result · 1 SOTA
PROXI
1 result · 1 SOTA
ASD-SWNet
2 results
ASDFormer
2 results
§ 05 · Sources & freshness

Where these numbers come from.

research-paper
1
result
0 of 1 rows marked verified.