# Bounding Box Localization on CocoGlide

Source: [Bounding Box Localization on CocoGlide](<https://www.sota2.com/research/sota/bounding-box-localization-on-cocoglide>)

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

Data updated: 2026-02-26T05:36:37.892Z

Evaluation of Bounding Box Localization performance on the CocoGlide dataset, measured using BBox-IoU.

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 | Bounding Box Localization |
| Dataset (including any stated split) | CocoGlide |
| Metric | BBox-IoU |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 10 of 10 |
| 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

- [BBox-IoU](<https://www.sota2.com/research/sota/bounding-box-localization-on-cocoglide.md?metric=BBox-IoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | BBox-IoU | Result date | Report paper |
| --- | --- | --- | --- |
| FakeShield | 53.23 | Not recorded | 6993f68a9ebc499c97409e96 |
| SIDA | 52.37 | Not recorded | 6993f68a9ebc499c97409e96 |
| PIM | 41.79 | Not recorded | 6993f68a9ebc499c97409e96 |
| ForgeryVCR | 40.42 | Not recorded | 6993f68a9ebc499c97409e96 |
| TruFor | 27.91 | Not recorded | 6993f68a9ebc499c97409e96 |
| CoDE | 27.23 | Not recorded | 6993f68a9ebc499c97409e96 |
| SAFIRE | 23.87 | Not recorded | 6993f68a9ebc499c97409e96 |
| HDF-Net | 19.17 | Not recorded | 6993f68a9ebc499c97409e96 |
| IF-OSN | 18.77 | Not recorded | 6993f68a9ebc499c97409e96 |
| MVSS-Net | 18.5 | Not recorded | 6993f68a9ebc499c97409e96 |

### FakeShield

BBox-IoU: 53.23. Result ID: 699a8ea45698665ec41918e5.

[Reporting paper](<https://www.sota2.com/research/paper/6993f68a9ebc499c97409e96.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77ea1e209131cea75f70.md>)

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

### SIDA

BBox-IoU: 52.37. Result ID: 699a8ea45698665ec41918e6.

[Reporting paper](<https://www.sota2.com/research/paper/6993f68a9ebc499c97409e96.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79a11e209131cea7e8bc.md>)

[Implementation](<https://hzlsaber.github.io/projects/SIDA/>)

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

### PIM

BBox-IoU: 41.79. Result ID: 699a8ea45698665ec41918e3.

[Reporting paper](<https://www.sota2.com/research/paper/6993f68a9ebc499c97409e96.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75c61e209131cea69eac.md>)

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

### ForgeryVCR

BBox-IoU: 40.42. Result ID: 699a8ea45698665ec41918e7.

[Reporting paper](<https://www.sota2.com/research/paper/6993f68a9ebc499c97409e96.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6993f68a9ebc499c97409e96.md>)

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

### TruFor

BBox-IoU: 27.91. Result ID: 699a8ea45698665ec41918e0.

[Reporting paper](<https://www.sota2.com/research/paper/6993f68a9ebc499c97409e96.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f7f1e209131cea45fb0.md>)

[Implementation](<https://grip-unina.github.io/TruFor/>)

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

### CoDE

BBox-IoU: 27.23. Result ID: 699a8ea45698665ec41918e1.

[Reporting paper](<https://www.sota2.com/research/paper/6993f68a9ebc499c97409e96.md>)

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

### SAFIRE

BBox-IoU: 23.87. Result ID: 699a8ea45698665ec41918e4.

[Reporting paper](<https://www.sota2.com/research/paper/6993f68a9ebc499c97409e96.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76201e209131cea6b5cc.md>)

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

### HDF-Net

BBox-IoU: 19.17. Result ID: 699a8ea45698665ec41918e2.

[Reporting paper](<https://www.sota2.com/research/paper/6993f68a9ebc499c97409e96.md>)

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

### IF-OSN

BBox-IoU: 18.77. Result ID: 699a8ea45698665ec41918df.

[Reporting paper](<https://www.sota2.com/research/paper/6993f68a9ebc499c97409e96.md>)

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

### MVSS-Net

BBox-IoU: 18.5. Result ID: 699a8ea45698665ec41918de.

[Reporting paper](<https://www.sota2.com/research/paper/6993f68a9ebc499c97409e96.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cba1e209131cea35a37.md>)

[Implementation](<https://github.com/dong03/MVSS-Net>)

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

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