# Image Retrieval on ImageNet-1K downsampled (test)

Source: [Image Retrieval on ImageNet-1K downsampled (test)](<https://www.sota2.com/research/sota/image-retrieval-on-imagenet-1k-downsampled-test>)

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

Data updated: 2026-02-26T06:01:23.434Z

Evaluation of Image Retrieval performance on the downsampled test split of the ImageNet-1K dataset, measured using Recall@K metrics.

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) | ImageNet-1K downsampled (test) |
| Metric | Recall@1 |
| 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

- [Recall@1](<https://www.sota2.com/research/sota/image-retrieval-on-imagenet-1k-downsampled-test.md?metric=Recall%401>): Higher is better; unit: PERCENT.

- [Recall@2](<https://www.sota2.com/research/sota/image-retrieval-on-imagenet-1k-downsampled-test.md?metric=Recall%402>): Higher is better; unit: PERCENT.

- [Recall@5](<https://www.sota2.com/research/sota/image-retrieval-on-imagenet-1k-downsampled-test.md?metric=Recall%405>): Higher is better; unit: PERCENT.

- [Recall@10](<https://www.sota2.com/research/sota/image-retrieval-on-imagenet-1k-downsampled-test.md?metric=Recall%4010>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Recall@1 | Result date | Report paper |
| --- | --- | --- | --- |
| SupFINE | 33.97 | Not recorded | 68fa6ecd1e209131cea4241c |
| MaskCon | 19.08 | Not recorded | 68fa6ecd1e209131cea4241c |
| CoIns | 18.36 | Not recorded | 68fa6ecd1e209131cea4241c |
| Grafit | 18.13 | Not recorded | 68fa6ecd1e209131cea4241c |
| SupCon | 13.36 | Not recorded | 68fa6ecd1e209131cea4241c |
| SupCE | 12.23 | Not recorded | 68fa6ecd1e209131cea4241c |
| SelfCon | 10.28 | Not recorded | 68fa6ecd1e209131cea4241c |

### SupFINE

Recall@1: 33.97. Result ID: 6990450b3a6c314849ff5a52.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ecd1e209131cea4241c.md>)

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

### MaskCon

Recall@1: 19.08. Result ID: 6990450b3a6c314849ff5a53.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ecd1e209131cea4241c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ecd1e209131cea4241c.md>)

[Implementation](<https://github.com/MrChenFeng/MaskCon_CVPR2023>)

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

### CoIns

Recall@1: 18.36. Result ID: 6990450b3a6c314849ff5a50.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ecd1e209131cea4241c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a9a1e209131cea294c6.md>)

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

### Grafit

Recall@1: 18.13. Result ID: 6990450b3a6c314849ff5a4e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ecd1e209131cea4241c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68d81e209131cea1e9a2.md>)

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

### SupCon

Recall@1: 13.36. Result ID: 6990450b3a6c314849ff5a4f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ecd1e209131cea4241c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa697f1e209131cea22756.md>)

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

### SupCE

Recall@1: 12.23. Result ID: 6990450b3a6c314849ff5a51.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ecd1e209131cea4241c.md>)

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

### SelfCon

Recall@1: 10.28. Result ID: 6990450b3a6c314849ff5a4d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ecd1e209131cea4241c.md>)

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

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