# Object Detection on Visual Genome (test val)

Source: [Object Detection on Visual Genome (test val)](<https://www.sota2.com/research/sota/object-detection-on-visual-genome-test-val>)

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

Data updated: 2026-02-26T05:23:18.184Z

Evaluation of Object Detection performance on the test validation split of the Visual Genome dataset, measured using Average Precision (AP) metrics.

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) | Visual Genome (test val) |
| Metric | AP50 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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

- [AP50](<https://www.sota2.com/research/sota/object-detection-on-visual-genome-test-val.md?metric=AP50>): Higher is better; unit: PERCENT.

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

## Recorded results

| Method | AP50 | Result date | Report paper |
| --- | --- | --- | --- |
| Detection Hub | 14.4 | Not recorded | 68fa6ee41e209131cea42ac1 |
| VinVL | 13.7 | Not recorded | 68fa6ee41e209131cea42ac1 |

### Detection Hub

AP50: 14.4. Result ID: 6990683c3a6c3148490052db.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ee41e209131cea42ac1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ee41e209131cea42ac1.md>)

Recorded evaluation configuration: {"Training Data":"COCO+O365+VG","Data Size":"0.8M"}. This record does not assert independent reproduction.

### VinVL

AP50: 13.7. Result ID: 6990683c3a6c3148490052da.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ee41e209131cea42ac1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa697d1e209131cea22699.md>)

[Implementation](<https://github.com/pzzhang/VinVL>)

Recorded evaluation configuration: {"Training Data":"COCO+O365+VG+OID","Data Size":"2.6M"}. This record does not assert independent reproduction.

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