# Relation Tagging on ImageNet-VidVRD (test)

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

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

Data updated: 2026-02-26T05:54:46.265Z

Evaluation of Relation Tagging performance on the test split of the ImageNet-VidVRD dataset, measured using P@1, P@5, and P@10.

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 tagging |
| Dataset (including any stated split) | ImageNet-VidVRD (test) |
| Metric | P@1 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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

- [P@1](<https://www.sota2.com/research/sota/relation-tagging-on-imagenet-vidvrd-test.md?metric=P%401>): Higher is better; unit: PERCENT.

- [P@5](<https://www.sota2.com/research/sota/relation-tagging-on-imagenet-vidvrd-test.md?metric=P%405>): Higher is better; unit: PERCENT.

- [P@10](<https://www.sota2.com/research/sota/relation-tagging-on-imagenet-vidvrd-test.md?metric=P%4010>): Higher is better; unit: PERCENT.

## Recorded results

| Method | P@1 | Result date | Report paper |
| --- | --- | --- | --- |
| Social Fabric | 62.5 | Not recorded | 68fa6a8f1e209131cea28d59 |
| Xie et al. | 61 | Not recorded | 68fa6a8f1e209131cea28d59 |
| Social Fabric | 61 | Not recorded | 68fa6a8f1e209131cea28d59 |
| Liu et al. | 60 | Not recorded | 68fa6a8f1e209131cea28d59 |
| Qian et al. | 57.5 | Not recorded | 68fa6a8f1e209131cea28d59 |
| Su et al. | 57.5 | Not recorded | 68fa6a8f1e209131cea28d59 |
| Social Fabric | 57.5 | Not recorded | 68fa6a8f1e209131cea28d59 |
| Tsai et al. | 51.5 | Not recorded | 68fa6a8f1e209131cea28d59 |
| Shang et al. | 43 | Not recorded | 68fa6a8f1e209131cea28d59 |

### Social Fabric

P@1: 62.5. Result ID: 699abc2e5698665ec44a3947.

[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.

### Xie et al.

P@1: 61. Result ID: 699abc2e5698665ec44a3944.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa69141e209131cea2011a.md>)

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

### Social Fabric

P@1: 61. Result ID: 699abc2e5698665ec44a3946.

[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.

### Liu et al.

P@1: 60. Result ID: 699abc2e5698665ec44a3943.

[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.

P@1: 57.5. Result ID: 699abc2e5698665ec44a3941.

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

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

### Su et al.

P@1: 57.5. Result ID: 699abc2e5698665ec44a3942.

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

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

### Social Fabric

P@1: 57.5. Result ID: 699abc2e5698665ec44a3945.

[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.

### Tsai et al.

P@1: 51.5. Result ID: 699abc2e5698665ec44a3940.

[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.

P@1: 43. Result ID: 699abc2e5698665ec44a393f.

[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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