# Referring Expression Grounding on Visual 7W (test)

Source: [Referring Expression Grounding on Visual 7W (test)](<https://www.sota2.com/research/sota/referring-expression-grounding-on-visual-7w-test>)

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

Data updated: 2026-02-26T05:27:37.864Z

Evaluation of model performance on the test split of the Visual 7W dataset for Referring Expression Grounding tasks, reporting accuracy.

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 | Referring Expression Grounding |
| Dataset (including any stated split) | Visual 7W (test) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/referring-expression-grounding-on-visual-7w-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Ours\_SAT-\>ST | 83.35 | Not recorded | 68fa676c1e209131cea1603c |
| Ours\_ST | 80.51 | Not recorded | 68fa676c1e209131cea1603c |
| SOTA | 72.53 | Not recorded | 68fa676c1e209131cea1603c |

### Ours\_SAT-\>ST

Accuracy: 83.35. Result ID: 698d332b8b517eb4331fbc1b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa676c1e209131cea1603c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa676c1e209131cea1603c.md>)

[Implementation](<https://github.com/facebookresearch/vilbert-multi-task>)

Recorded evaluation configuration: {"Pretraining Data":"CC"}. This record does not assert independent reproduction.

### Ours\_ST

Accuracy: 80.51. Result ID: 698d332b8b517eb4331fbc1a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa676c1e209131cea1603c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa676c1e209131cea1603c.md>)

[Implementation](<https://github.com/facebookresearch/vilbert-multi-task>)

Recorded evaluation configuration: {"Pretraining Data":"CC"}. This record does not assert independent reproduction.

### SOTA

Accuracy: 72.53. Result ID: 698d332b8b517eb4331fbc19.

[Reporting paper](<https://www.sota2.com/research/paper/68fa676c1e209131cea1603c.md>)

Recorded evaluation configuration: {"Pretraining Data":"N/A"}. This record does not assert independent reproduction.

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