# Suspicious Object Detection on Adience (test)

Source: [Suspicious Object Detection on Adience (test)](<https://www.sota2.com/research/sota/suspicious-object-detection-on-adience-test>)

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

Data updated: 2026-02-26T06:09:57.083Z

Evaluation of Suspicious Object Detection performance on the test split of the Adience dataset, reporting mAP variants and inference latency.

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 | Suspicious Object Detection |
| Dataset (including any stated split) | Adience (test) |
| Metric | mAP50 |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 1 of 1 |
| 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

- [mAP50](<https://www.sota2.com/research/sota/suspicious-object-detection-on-adience-test.md?metric=mAP50>): Higher is better; unit: SCALAR.

- [mAP50-95](<https://www.sota2.com/research/sota/suspicious-object-detection-on-adience-test.md?metric=mAP50-95>): Higher is better; unit: SCALAR.

- [Latency (ms)](<https://www.sota2.com/research/sota/suspicious-object-detection-on-adience-test.md?metric=Latency%20(ms)>): Lower is better; unit: TIME.

## Recorded results

| Method | mAP50 | Result date | Report paper |
| --- | --- | --- | --- |
| Suspicious Object Detector (SOD) | 0.94 | Not recorded | 693a4fe46cfd488761a54871 |

### Suspicious Object Detector (SOD)

mAP50: 0.94. Result ID: 6998673a5698665ec4c68a9b.

[Reporting paper](<https://www.sota2.com/research/paper/693a4fe46cfd488761a54871.md>)

[Method origin paper](<https://www.sota2.com/research/paper/693a4fe46cfd488761a54871.md>)

Recorded evaluation configuration: {"Classes":1}. This record does not assert independent reproduction.

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