# Image Retrieval on CIFARtoy badsplit v1 (test)

Source: [Image Retrieval on CIFARtoy badsplit v1 (test)](<https://www.sota2.com/research/sota/image-retrieval-on-cifartoy-badsplit-v1-test>)

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

Data updated: 2026-02-26T06:01:23.397Z

Evaluation of Image Retrieval performance on the test split of the CIFARtoy badsplit v1 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) | CIFARtoy badsplit v1 (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-cifartoy-badsplit-v1-test.md?metric=Recall%401>): Higher is better; unit: PERCENT.

- [Recall@2](<https://www.sota2.com/research/sota/image-retrieval-on-cifartoy-badsplit-v1-test.md?metric=Recall%402>): Higher is better; unit: PERCENT.

- [Recall@5](<https://www.sota2.com/research/sota/image-retrieval-on-cifartoy-badsplit-v1-test.md?metric=Recall%405>): Higher is better; unit: PERCENT.

- [Recall@10](<https://www.sota2.com/research/sota/image-retrieval-on-cifartoy-badsplit-v1-test.md?metric=Recall%4010>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Recall@1 | Result date | Report paper |
| --- | --- | --- | --- |
| SupFINE | 94.11 | Not recorded | 68fa6ecd1e209131cea4241c |
| MaskCon | 91.56 | Not recorded | 68fa6ecd1e209131cea4241c |
| CoIns | 90.55 | Not recorded | 68fa6ecd1e209131cea4241c |
| Grafit | 89.96 | Not recorded | 68fa6ecd1e209131cea4241c |
| SupCE | 87.15 | Not recorded | 68fa6ecd1e209131cea4241c |
| SelfCon | 84.83 | Not recorded | 68fa6ecd1e209131cea4241c |
| SupCon | 84.66 | Not recorded | 68fa6ecd1e209131cea4241c |

### SupFINE

Recall@1: 94.11. Result ID: 6990450b3a6c314849ff5a44.

[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: 91.56. Result ID: 6990450b3a6c314849ff5a45.

[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: 90.55. Result ID: 6990450b3a6c314849ff5a42.

[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: 89.96. Result ID: 6990450b3a6c314849ff5a40.

[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.

### SupCE

Recall@1: 87.15. Result ID: 6990450b3a6c314849ff5a43.

[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: 84.83. Result ID: 6990450b3a6c314849ff5a3f.

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

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

### SupCon

Recall@1: 84.66. Result ID: 6990450b3a6c314849ff5a41.

[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.

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