Codesota · Models · EfficientADResearch2 results · 2 benchmarks
Model card

EfficientAD.

Researchopen-sourceStudent-Teacher + AutoencoderMIT

614 FPS inference speed. Optimized for production deployment.

§ 01 · Benchmarks

Every benchmark EfficientAD has a recorded score for.

#BenchmarkArea · TaskMetricValueRankDateSource
01VisAIndustrial Inspection · Anomaly Detectionauroc94.8%#2/3source ↗
02MVTec ADIndustrial Inspection · Anomaly Detectionauroc99.1%#3/9source ↗
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 EfficientAD actually performs.

Industrial Inspection
2
benchmarks
avg rank #2.5
§ 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
2
results
0 of 2 rows marked verified.