# Relation Detection on ImageNet-VidVRD (test)

Source: [Relation Detection on ImageNet-VidVRD (test)](<https://www.sota2.com/research/sota/relation-detection-on-imagenet-vidvrd-test>)

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

Data updated: 2026-02-26T06:09:44.654Z

Evaluation of Relation Detection performance on the test split of the ImageNet-VidVRD dataset, measured using mAP, R@50, and R@100.

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 | Relation detection |
| Dataset (including any stated split) | ImageNet-VidVRD (test) |
| Metric | mAP |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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

- [mAP](<https://www.sota2.com/research/sota/relation-detection-on-imagenet-vidvrd-test.md?metric=mAP>): Higher is better; unit: PERCENT.

- [R@50](<https://www.sota2.com/research/sota/relation-detection-on-imagenet-vidvrd-test.md?metric=R%4050>): Higher is better; unit: PERCENT.

- [R@100](<https://www.sota2.com/research/sota/relation-detection-on-imagenet-vidvrd-test.md?metric=R%40100>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mAP | Result date | Report paper |
| --- | --- | --- | --- |
| Social Fabric | 20.08 | Not recorded | 68fa6a8f1e209131cea28d59 |
| Social Fabric | 19.77 | Not recorded | 68fa6a8f1e209131cea28d59 |
| Social Fabric | 19.23 | Not recorded | 68fa6a8f1e209131cea28d59 |
| Su et al. | 19.03 | Not recorded | 68fa6a8f1e209131cea28d59 |
| Liu et al. | 18.38 | Not recorded | 68fa6a8f1e209131cea28d59 |
| Qian et al. | 16.26 | Not recorded | 68fa6a8f1e209131cea28d59 |
| Tsai et al. | 9.52 | Not recorded | 68fa6a8f1e209131cea28d59 |
| Shang et al. | 8.58 | Not recorded | 68fa6a8f1e209131cea28d59 |

### Social Fabric

mAP: 20.08. Result ID: 699abc2e5698665ec44a394f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a8f1e209131cea28d59.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a8f1e209131cea28d59.md>)

[Implementation](<https://github.com/shanshuo/Social-Fabric>)

Recorded evaluation configuration: {"Features":"our features"}. This record does not assert independent reproduction.

### Social Fabric

mAP: 19.77. Result ID: 699abc2e5698665ec44a394e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a8f1e209131cea28d59.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a8f1e209131cea28d59.md>)

[Implementation](<https://github.com/shanshuo/Social-Fabric>)

Recorded evaluation configuration: {"Features":"Liu et al. \[30\]"}. This record does not assert independent reproduction.

### Social Fabric

mAP: 19.23. Result ID: 699abc2e5698665ec44a394d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a8f1e209131cea28d59.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a8f1e209131cea28d59.md>)

[Implementation](<https://github.com/shanshuo/Social-Fabric>)

Recorded evaluation configuration: {"Features":"Su et al. \[42\]"}. This record does not assert independent reproduction.

### Su et al.

mAP: 19.03. Result ID: 699abc2e5698665ec44a394b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a8f1e209131cea28d59.md>)

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

### Liu et al.

mAP: 18.38. Result ID: 699abc2e5698665ec44a394c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a8f1e209131cea28d59.md>)

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

### Qian et al.

mAP: 16.26. Result ID: 699abc2e5698665ec44a394a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a8f1e209131cea28d59.md>)

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

### Tsai et al.

mAP: 9.52. Result ID: 699abc2e5698665ec44a3949.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a8f1e209131cea28d59.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65841e209131cea0abe5.md>)

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

### Shang et al.

mAP: 8.58. Result ID: 699abc2e5698665ec44a3948.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a8f1e209131cea28d59.md>)

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

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