# Object Detection on Fashion-ZSD (val+test)

Source: [Object Detection on Fashion-ZSD (val+test)](<https://www.sota2.com/research/sota/object-detection-on-fashion-zsd-val-plus-test>)

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

Data updated: 2026-02-26T05:23:10.945Z

Evaluation of Object Detection performance across the combined validation and test splits of the Fashion-ZSD dataset, reporting class-wise metrics and overall 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 | Object Detection |
| Dataset (including any stated split) | Fashion-ZSD (val+test) |
| Metric | AP (t-shirt) |
| Unit | PERCENT |
| 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

- [AP (t-shirt)](<https://www.sota2.com/research/sota/object-detection-on-fashion-zsd-val-plus-test.md?metric=AP%20(t-shirt)>): Higher is better; unit: PERCENT.

- [AP (trouser)](<https://www.sota2.com/research/sota/object-detection-on-fashion-zsd-val-plus-test.md?metric=AP%20(trouser)>): Higher is better; unit: PERCENT.

- [AP (coat)](<https://www.sota2.com/research/sota/object-detection-on-fashion-zsd-val-plus-test.md?metric=AP%20(coat)>): Higher is better; unit: PERCENT.

- [AP (sandal)](<https://www.sota2.com/research/sota/object-detection-on-fashion-zsd-val-plus-test.md?metric=AP%20(sandal)>): Higher is better; unit: PERCENT.

- [AP (shirt)](<https://www.sota2.com/research/sota/object-detection-on-fashion-zsd-val-plus-test.md?metric=AP%20(shirt)>): Higher is better; unit: PERCENT.

- [AP (sneaker)](<https://www.sota2.com/research/sota/object-detection-on-fashion-zsd-val-plus-test.md?metric=AP%20(sneaker)>): Higher is better; unit: PERCENT.

- [AP (bag)](<https://www.sota2.com/research/sota/object-detection-on-fashion-zsd-val-plus-test.md?metric=AP%20(bag)>): Higher is better; unit: PERCENT.

- [AP (pullover)](<https://www.sota2.com/research/sota/object-detection-on-fashion-zsd-val-plus-test.md?metric=AP%20(pullover)>): Higher is better; unit: PERCENT.

- [AP (dress)](<https://www.sota2.com/research/sota/object-detection-on-fashion-zsd-val-plus-test.md?metric=AP%20(dress)>): Higher is better; unit: PERCENT.

- [AP (ankle-boot)](<https://www.sota2.com/research/sota/object-detection-on-fashion-zsd-val-plus-test.md?metric=AP%20(ankle-boot)>): Higher is better; unit: PERCENT.

- [mAP](<https://www.sota2.com/research/sota/object-detection-on-fashion-zsd-val-plus-test.md?metric=mAP>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AP (t-shirt) | Result date | Report paper |
| --- | --- | --- | --- |
| Hybrid Region Embedding | 89 | Not recorded | 68fa66181e209131cea0e485 |

### Hybrid Region Embedding

AP (t-shirt): 89. Result ID: 698cda3f8b517eb4331d2e55.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66181e209131cea0e485.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66181e209131cea0e485.md>)

Recorded evaluation configuration: {"split":"val+test"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.