# Anomaly Detection on COCO-on-Places (test)

Source: [Anomaly Detection on COCO-on-Places (test)](<https://www.sota2.com/research/sota/anomaly-detection-on-coco-on-places-test>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T06:09:33.754Z

Evaluation of Anomaly Detection performance on the test split of the COCO-on-Places dataset, measured by mAP.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Anomaly Detection |
| Dataset (including any stated split) | COCO-on-Places (test) |
| Metric | mAP |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [mAP](<https://www.sota2.com/research/sota/anomaly-detection-on-coco-on-places-test.md?metric=mAP>): Higher is better; unit: SCALAR.

## Recorded results

| Method | mAP | Result date | Report paper |
| --- | --- | --- | --- |
| OccamResNet | 0.223 | Not recorded | 68fa72d81e209131cea58ddd |
| PGI | 0.216 | Not recorded | 68fa72d81e209131cea58ddd |
| PGI | 0.206 | Not recorded | 68fa72d81e209131cea58ddd |
| ERM | 0.201 | Not recorded | 68fa72d81e209131cea58ddd |

### OccamResNet

mAP: 0.223. Result ID: 69929c833a6c314849102335.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72d81e209131cea58ddd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72d81e209131cea58ddd.md>)

[Implementation](<https://github.com/erobic/occam-nets-v1>)

Recorded evaluation configuration: {"Architecture":"OccamResNet-18"}. This record does not assert independent reproduction.

### PGI

mAP: 0.216. Result ID: 69929c833a6c314849102336.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72d81e209131cea58ddd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72d81e209131cea58ddd.md>)

[Implementation](<https://github.com/erobic/occam-nets-v1>)

Recorded evaluation configuration: {"Architecture":"OccamResNet-18"}. This record does not assert independent reproduction.

### PGI

mAP: 0.206. Result ID: 69929c833a6c314849102334.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72d81e209131cea58ddd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72d81e209131cea58ddd.md>)

[Implementation](<https://github.com/erobic/occam-nets-v1>)

Recorded evaluation configuration: {"Architecture":"Standard ResNet-18"}. This record does not assert independent reproduction.

### ERM

mAP: 0.201. Result ID: 69929c833a6c314849102333.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72d81e209131cea58ddd.md>)

Recorded evaluation configuration: {"Architecture":"Standard ResNet-18"}. This record does not assert independent reproduction.

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