# Visual Relation Tagging on ImageNet-VidVRD (val)

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

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

Data updated: 2026-02-26T05:54:45.778Z

Evaluation of Visual Relation Tagging performance on the validation 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 | Visual Relation Tagging |
| Dataset (including any stated split) | ImageNet-VidVRD (val) |
| Metric | P@1 |
| 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

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

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

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

## Recorded results

| Method | P@1 | Result date | Report paper |
| --- | --- | --- | --- |
| TSPN | 60.5 | Not recorded | 68fa75681e209131cea67a84 |
| PPN-STGCN | 60 | Not recorded | 68fa75681e209131cea67a84 |
| VRD-GCN | 57.5 | Not recorded | 68fa75681e209131cea67a84 |
| MHA | 57.5 | Not recorded | 68fa75681e209131cea67a84 |
| GSTEG | 51.5 | Not recorded | 68fa75681e209131cea67a84 |
| VSRN | 43.03 | Not recorded | 68fa75681e209131cea67a84 |
| VidVRD | 43 | Not recorded | 68fa75681e209131cea67a84 |
| MHRA | 41 | Not recorded | 68fa75681e209131cea67a84 |

### TSPN

P@1: 60.5. Result ID: 69939fa43a6c314849175857.

[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

P@1: 60. Result ID: 69939fa43a6c314849175856.

[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.

### VRD-GCN

P@1: 57.5. Result ID: 69939fa43a6c314849175853.

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

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

### MHA

P@1: 57.5. Result ID: 69939fa43a6c314849175854.

[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.

### GSTEG

P@1: 51.5. Result ID: 69939fa43a6c314849175852.

[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.

### VSRN

P@1: 43.03. Result ID: 69939fa43a6c314849175855.

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

Recorded evaluation configuration: {"Approach":"Segment","Features":"I3D+word2vec"}. This record does not assert independent reproduction.

### VidVRD

P@1: 43. Result ID: 69939fa43a6c314849175850.

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

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

### MHRA

P@1: 41. Result ID: 69939fa43a6c314849175851.

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

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

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