# Visual Relation Detection on ImageNet-VidVRD (val)

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

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

Data updated: 2026-02-26T05:59:43.844Z

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

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 | Visual Relation Detection |
| Dataset (including any stated split) | ImageNet-VidVRD (val) |
| Metric | R@50 |
| 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

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

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

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

## Recorded results

| Method | R@50 | Result date | Report paper |
| --- | --- | --- | --- |
| TSPN | 11.56 | Not recorded | 68fa75681e209131cea67a84 |
| PPN-STGCN | 11.21 | Not recorded | 68fa75681e209131cea67a84 |
| MHA | 9.53 | Not recorded | 68fa75681e209131cea67a84 |
| VRD-GCN | 8.07 | Not recorded | 68fa75681e209131cea67a84 |
| GSTEG | 7.05 | Not recorded | 68fa75681e209131cea67a84 |
| MHRA | 6.82 | Not recorded | 68fa75681e209131cea67a84 |
| VidVRD | 5.54 | Not recorded | 68fa75681e209131cea67a84 |

### TSPN

R@50: 11.56. Result ID: 69939fa43a6c31484917584f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75681e209131cea67a84.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75681e209131cea67a84.md>)

[Implementation](<https://github.com/sangminwoo/Temporal-Span-Proposal-Network-VidVRD>)

Recorded evaluation configuration: {"Approach":"Window","Features":"ResNet101"}. This record does not assert independent reproduction.

### PPN-STGCN

R@50: 11.21. Result ID: 69939fa43a6c31484917584e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75681e209131cea67a84.md>)

Recorded evaluation configuration: {"Approach":"Window","Features":"I3D+ResNet101"}. This record does not assert independent reproduction.

### MHA

R@50: 9.53. Result ID: 69939fa43a6c31484917584d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75681e209131cea67a84.md>)

Recorded evaluation configuration: {"Approach":"Segment","Features":"iDT+word2vec"}. This record does not assert independent reproduction.

### VRD-GCN

R@50: 8.07. Result ID: 69939fa43a6c31484917584c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75681e209131cea67a84.md>)

Recorded evaluation configuration: {"Approach":"Segment","Features":"iDT"}. This record does not assert independent reproduction.

### GSTEG

R@50: 7.05. Result ID: 69939fa43a6c31484917584b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75681e209131cea67a84.md>)

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

Recorded evaluation configuration: {"Approach":"Segment","Features":"iDT+GloVe"}. This record does not assert independent reproduction.

### MHRA

R@50: 6.82. Result ID: 69939fa43a6c31484917584a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75681e209131cea67a84.md>)

Recorded evaluation configuration: {"Approach":"Segment","Features":"iDT"}. This record does not assert independent reproduction.

### VidVRD

R@50: 5.54. Result ID: 69939fa43a6c314849175849.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75681e209131cea67a84.md>)

Recorded evaluation configuration: {"Approach":"Segment","Features":"iDT"}. This record does not assert independent reproduction.

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