# Image Retrieval on LLaVA cc3m

Source: [Image Retrieval on LLaVA cc3m](<https://www.sota2.com/research/sota/image-retrieval-on-llava-cc3m>)

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

Data updated: 2026-03-27T13:19:42.693Z

Evaluation of Image Retrieval performance using the LLaVA cc3m dataset, measured using IR@K metrics (IR@1, IR@5, IR@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 | Image Retrieval |
| Dataset (including any stated split) | LLaVA cc3m |
| Metric | IR@1 |
| Unit | SCALAR |
| 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

- [IR@1](<https://www.sota2.com/research/sota/image-retrieval-on-llava-cc3m.md?metric=IR%401>): Higher is better; unit: SCALAR.

- [IR@5](<https://www.sota2.com/research/sota/image-retrieval-on-llava-cc3m.md?metric=IR%405>): Higher is better; unit: SCALAR.

- [IR@10](<https://www.sota2.com/research/sota/image-retrieval-on-llava-cc3m.md?metric=IR%4010>): Higher is better; unit: SCALAR.

## Recorded results

| Method | IR@1 | Result date | Report paper |
| --- | --- | --- | --- |
| Ours | 3.3 | Not recorded | 69c60f300636e5bf4afc8644 |
| Ours | 2.7 | Not recorded | 69c60f300636e5bf4afc8644 |
| Ours | 2.3 | Not recorded | 69c60f300636e5bf4afc8644 |
| LoRS | 1.7 | Not recorded | 69c60f300636e5bf4afc8644 |
| LoRS | 1.4 | Not recorded | 69c60f300636e5bf4afc8644 |
| LoRS | 1.2 | Not recorded | 69c60f300636e5bf4afc8644 |

### Ours

IR@1: 3.3. Result ID: 69c683db47f34ce924b09e6c.

[Reporting paper](<https://www.sota2.com/research/paper/69c60f300636e5bf4afc8644.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c60f300636e5bf4afc8644.md>)

Recorded evaluation configuration: {"Pairs":"500"}. This record does not assert independent reproduction.

### Ours

IR@1: 2.7. Result ID: 69c683db47f34ce924b09e6b.

[Reporting paper](<https://www.sota2.com/research/paper/69c60f300636e5bf4afc8644.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c60f300636e5bf4afc8644.md>)

Recorded evaluation configuration: {"Pairs":"200"}. This record does not assert independent reproduction.

### Ours

IR@1: 2.3. Result ID: 69c683db47f34ce924b09e6a.

[Reporting paper](<https://www.sota2.com/research/paper/69c60f300636e5bf4afc8644.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c60f300636e5bf4afc8644.md>)

Recorded evaluation configuration: {"Pairs":"100"}. This record does not assert independent reproduction.

### LoRS

IR@1: 1.7. Result ID: 69c683db47f34ce924b09e69.

[Reporting paper](<https://www.sota2.com/research/paper/69c60f300636e5bf4afc8644.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa738c1e209131cea5d273.md>)

Recorded evaluation configuration: {"Pairs":"500"}. This record does not assert independent reproduction.

### LoRS

IR@1: 1.4. Result ID: 69c683db47f34ce924b09e68.

[Reporting paper](<https://www.sota2.com/research/paper/69c60f300636e5bf4afc8644.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa738c1e209131cea5d273.md>)

Recorded evaluation configuration: {"Pairs":"200"}. This record does not assert independent reproduction.

### LoRS

IR@1: 1.2. Result ID: 69c683db47f34ce924b09e67.

[Reporting paper](<https://www.sota2.com/research/paper/69c60f300636e5bf4afc8644.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa738c1e209131cea5d273.md>)

Recorded evaluation configuration: {"Pairs":"100"}. This record does not assert independent reproduction.

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