Model card
SimpleNet.
Researchopen-sourceFeature Adapter + DiscriminatorMIT2 current SOTA
Simple yet effective. Competitive with complex methods on MVTec.
§ 01 · Benchmarks
Every benchmark SimpleNet has a recorded score for.
| # | Benchmark | Area · Task | Metric | Value | Rank | Date | Source |
|---|---|---|---|---|---|---|---|
| 01 | MVTec AD | Industrial Inspection · Anomaly Detection | auroc | 99.6% | #1 | — | source ↗ |
| 02 | VisA | Industrial Inspection · Anomaly Detection | auroc | 95.5% | #1 | — | source ↗ |
| 03 | KolektorSDD2 | Industrial Inspection · Anomaly Detection | ap | 93.5% | #4 | 2024-08-06 | source ↗ |
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 SimpleNet actually performs.
§ 03 · Papers
1 paper with results for SimpleNet.
§ 04 · Related models
Other Research models scored on Codesota.
§ 05 · Sources & freshness
Where these numbers come from.
research-paper
2
results
arxiv
1
result
1 of 3 rows marked verified.