# Compositional Image Retrieval on TIGeR 86k (test)

Source: [Compositional Image Retrieval on TIGeR 86k (test)](<https://www.sota2.com/research/sota/compositional-image-retrieval-on-tiger-86k-test>)

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

Data updated: 2026-03-27T12:28:23.090Z

Evaluation of Compositional Image Retrieval performance using the test split of the TIGeR 86k 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 | Compositional Image Retrieval |
| Dataset (including any stated split) | TIGeR 86k (test) |
| Metric | Recall@1 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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/compositional-image-retrieval-on-tiger-86k-test.md?metric=Recall%401>): Higher is better; unit: PERCENT.

- [Recall@5](<https://www.sota2.com/research/sota/compositional-image-retrieval-on-tiger-86k-test.md?metric=Recall%405>): Higher is better; unit: PERCENT.

- [Recall@10](<https://www.sota2.com/research/sota/compositional-image-retrieval-on-tiger-86k-test.md?metric=Recall%4010>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Recall@1 | Result date | Report paper |
| --- | --- | --- | --- |
| TIGeR | 17.84 | Not recorded | 69c60ede0636e5bf4afc8330 |
| Zhai et al. CLIP | 13.9 | Not recorded | 69c60ede0636e5bf4afc8330 |
| Zhai et al. | 6.63 | Not recorded | 69c60ede0636e5bf4afc8330 |
| GT-Loc | 3.18 | Not recorded | 69c60ede0636e5bf4afc8330 |

### TIGeR

Recall@1: 17.84. Result ID: 69c6774d47f34ce924b03e67.

[Reporting paper](<https://www.sota2.com/research/paper/69c60ede0636e5bf4afc8330.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c60ede0636e5bf4afc8330.md>)

Recorded evaluation configuration: {"Retrieval":"lt -\> I"}. This record does not assert independent reproduction.

### Zhai et al. CLIP

Recall@1: 13.9. Result ID: 69c6774d47f34ce924b03e65.

[Reporting paper](<https://www.sota2.com/research/paper/69c60ede0636e5bf4afc8330.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66621e209131cea10011.md>)

Recorded evaluation configuration: {"Retrieval":"lt -\> I"}. This record does not assert independent reproduction.

### Zhai et al.

Recall@1: 6.63. Result ID: 69c6774d47f34ce924b03e64.

[Reporting paper](<https://www.sota2.com/research/paper/69c60ede0636e5bf4afc8330.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66621e209131cea10011.md>)

Recorded evaluation configuration: {"Retrieval":"lt -\> I"}. This record does not assert independent reproduction.

### GT-Loc

Recall@1: 3.18. Result ID: 69c6774d47f34ce924b03e66.

[Reporting paper](<https://www.sota2.com/research/paper/69c60ede0636e5bf4afc8330.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a321e209131cea81ad8.md>)

Recorded evaluation configuration: {"Retrieval":"lt -\> I"}. This record does not assert independent reproduction.

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