# Image-Description Correspondence on Extended COCO-Stuff (test)

Source: [Image-Description Correspondence on Extended COCO-Stuff (test)](<https://www.sota2.com/research/sota/image-description-correspondence-on-extended-coco-stuff-test>)

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

Data updated: 2026-02-26T06:04:12.053Z

Evaluation of models performing Image-Description Correspondence on the test split of the Extended COCO-Stuff dataset, measured by Selection Rate.

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 | Image-Description Correspondence |
| Dataset (including any stated split) | Extended COCO-Stuff (test) |
| Metric | Selection Rate |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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

- [Selection Rate](<https://www.sota2.com/research/sota/image-description-correspondence-on-extended-coco-stuff-test.md?metric=Selection%20Rate>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Selection Rate | Result date | Report paper |
| --- | --- | --- | --- |
| L-CAD | 41.44 | Not recorded | 68fa70f21e209131cea4e487 |
| L-CoIns | 24.76 | Not recorded | 68fa70f21e209131cea4e487 |
| L-CoDer | 16.32 | Not recorded | 68fa70f21e209131cea4e487 |
| L-CoDe | 11.56 | Not recorded | 68fa70f21e209131cea4e487 |
| ML2018 | 3.28 | Not recorded | 68fa70f21e209131cea4e487 |
| LBIE | 1.68 | Not recorded | 68fa70f21e209131cea4e487 |
| Xie2018 | 0.96 | Not recorded | 68fa70f21e209131cea4e487 |

### L-CAD

Selection Rate: 41.44. Result ID: 699182253a6c314849089f5a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70f21e209131cea4e487.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70f21e209131cea4e487.md>)

[Implementation](<https://github.com/changzheng123/L-CAD>)

Recorded evaluation configuration: {"Description level":"complete or partial"}. This record does not assert independent reproduction.

### L-CoIns

Selection Rate: 24.76. Result ID: 699182253a6c314849089f59.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70f21e209131cea4e487.md>)

Recorded evaluation configuration: {"Description level":"complete or partial"}. This record does not assert independent reproduction.

### L-CoDer

Selection Rate: 16.32. Result ID: 699182253a6c314849089f58.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70f21e209131cea4e487.md>)

Recorded evaluation configuration: {"Description level":"complete or partial"}. This record does not assert independent reproduction.

### L-CoDe

Selection Rate: 11.56. Result ID: 699182253a6c314849089f57.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70f21e209131cea4e487.md>)

Recorded evaluation configuration: {"Description level":"complete or partial"}. This record does not assert independent reproduction.

### ML2018

Selection Rate: 3.28. Result ID: 699182253a6c314849089f55.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70f21e209131cea4e487.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa644a1e209131cea03c4b.md>)

Recorded evaluation configuration: {"Description level":"complete or partial"}. This record does not assert independent reproduction.

### LBIE

Selection Rate: 1.68. Result ID: 699182253a6c314849089f54.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70f21e209131cea4e487.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64821e209131cea0502e.md>)

Recorded evaluation configuration: {"Description level":"complete or partial"}. This record does not assert independent reproduction.

### Xie2018

Selection Rate: 0.96. Result ID: 699182253a6c314849089f56.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70f21e209131cea4e487.md>)

Recorded evaluation configuration: {"Description level":"complete or partial"}. This record does not assert independent reproduction.

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