# Image Retrieval on Visual Genome

Source: [Image Retrieval on Visual Genome](<https://www.sota2.com/research/sota/image-retrieval-on-visual-genome>)

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

Data updated: 2026-02-26T05:59:41.073Z

Evaluation of Image Retrieval performance on the Visual Genome dataset, measured using Recall@K metrics (e.g., R@20, 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 | Image Retrieval |
| Dataset (including any stated split) | Visual Genome |
| Metric | R@20 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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@20](<https://www.sota2.com/research/sota/image-retrieval-on-visual-genome.md?metric=R%4020>): Higher is better; unit: PERCENT.

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

## Recorded results

| Method | R@20 | Result date | Report paper |
| --- | --- | --- | --- |
| Pix2SG VIT-L | 38.3 | Not recorded | 68fa76ad1e209131cea6e652 |
| MOTIFS | 20.8 | Not recorded | 68fa76ad1e209131cea6e652 |
| VCTree | 19.1 | Not recorded | 68fa76ad1e209131cea6e652 |
| Pix2SG VIT-L | 12.7 | Not recorded | 68fa76ad1e209131cea6e652 |
| MOTIFS | 5.2 | Not recorded | 68fa76ad1e209131cea6e652 |
| VCTree | 5.1 | Not recorded | 68fa76ad1e209131cea6e652 |

### Pix2SG VIT-L

R@20: 38.3. Result ID: 69944a603a6c3148491c4bc2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76ad1e209131cea6e652.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76ad1e209131cea6e652.md>)

[Implementation](<https://github.com/egeozsoy/LF-SGG>)

Recorded evaluation configuration: {"Location-Free":true,"Gallery Size":1000,"Backbone":"ViT-L"}. This record does not assert independent reproduction.

### MOTIFS

R@20: 20.8. Result ID: 69944a603a6c3148491c4bbe.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76ad1e209131cea6e652.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa642f1e209131cea034c6.md>)

[Implementation](<https://github.com/rowanz/neural-motifs>)

Recorded evaluation configuration: {"Location-Free":false,"Gallery Size":1000}. This record does not assert independent reproduction.

### VCTree

R@20: 19.1. Result ID: 69944a603a6c3148491c4bc0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76ad1e209131cea6e652.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa651d1e209131cea086da.md>)

Recorded evaluation configuration: {"Location-Free":false,"Gallery Size":1000}. This record does not assert independent reproduction.

### Pix2SG VIT-L

R@20: 12.7. Result ID: 69944a603a6c3148491c4bc3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76ad1e209131cea6e652.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76ad1e209131cea6e652.md>)

[Implementation](<https://github.com/egeozsoy/LF-SGG>)

Recorded evaluation configuration: {"Location-Free":true,"Gallery Size":5000,"Backbone":"ViT-L"}. This record does not assert independent reproduction.

### MOTIFS

R@20: 5.2. Result ID: 69944a603a6c3148491c4bbf.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76ad1e209131cea6e652.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa642f1e209131cea034c6.md>)

[Implementation](<https://github.com/rowanz/neural-motifs>)

Recorded evaluation configuration: {"Location-Free":false,"Gallery Size":5000}. This record does not assert independent reproduction.

### VCTree

R@20: 5.1. Result ID: 69944a603a6c3148491c4bc1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa76ad1e209131cea6e652.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa651d1e209131cea086da.md>)

Recorded evaluation configuration: {"Location-Free":false,"Gallery Size":5000}. This record does not assert independent reproduction.

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