# Object Localization on GlaS center-wise (test)

Source: [Object Localization on GlaS center-wise (test)](<https://www.sota2.com/research/sota/object-localization-on-glas-center-wise-test>)

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

Data updated: 2026-05-01T07:12:57.489Z

Evaluation of Object Localization performance on the center-wise test split of the GlaS dataset, reporting PxAP scores.

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 Localization |
| Dataset (including any stated split) | GlaS center-wise (test) |
| Metric | PxAP |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [PxAP](<https://www.sota2.com/research/sota/object-localization-on-glas-center-wise-test.md?metric=PxAP>): Higher is better; unit: PERCENT.

## Recorded results

| Method | PxAP | Result date | Report paper |
| --- | --- | --- | --- |
| TeD-Loc | 88.8 | Not recorded | 68fa76a81e209131cea6e39d |
| PixelCAM | 86.6 | Not recorded | 68fa76a81e209131cea6e39d |
| DeepMIL | 79.9 | Not recorded | 68fa76a81e209131cea6e39d |
| GradCAM++ | 76.8 | Not recorded | 68fa76a81e209131cea6e39d |
| LayerCAM | 75.1 | Not recorded | 68fa76a81e209131cea6e39d |
| SAT | 65.9 | Not recorded | 68fa76a81e209131cea6e39d |

### TeD-Loc

PxAP: 88.8. Result ID: 69f4519247f34ce924d9bf74.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76a81e209131cea6e39d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76a81e209131cea6e39d.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### PixelCAM

PxAP: 86.6. Result ID: 69f4519247f34ce924d9bf73.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76a81e209131cea6e39d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79151e209131cea7c0af.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### DeepMIL

PxAP: 79.9. Result ID: 69f4519247f34ce924d9bf6f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76a81e209131cea6e39d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64861e209131cea052eb.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### GradCAM++

PxAP: 76.8. Result ID: 69f4519247f34ce924d9bf70.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76a81e209131cea6e39d.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### LayerCAM

PxAP: 75.1. Result ID: 69f4519247f34ce924d9bf71.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76a81e209131cea6e39d.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### SAT

PxAP: 65.9. Result ID: 69f4519247f34ce924d9bf72.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76a81e209131cea6e39d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70471e209131cea4a22b.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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