# Object Detection on LVIS Ambiguous

Source: [Object Detection on LVIS Ambiguous](<https://www.sota2.com/research/sota/object-detection-on-lvis-ambiguous>)

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

Data updated: 2026-02-26T05:22:59.054Z

Evaluation of Object Detection performance on the LVIS Ambiguous dataset.

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 | Object Detection |
| Dataset (including any stated split) | LVIS Ambiguous |
| Metric | AP |
| 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

- [AP](<https://www.sota2.com/research/sota/object-detection-on-lvis-ambiguous.md?metric=AP>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AP | Result date | Report paper |
| --- | --- | --- | --- |
| IntRec | 22.7 | Not recorded | 6997eac509c33900fcd767ec |
| IntRec | 14.8 | Not recorded | 6997eac509c33900fcd767ec |
| OVMR | 14.5 | Not recorded | 6997eac509c33900fcd767ec |
| CoDet | 13.9 | Not recorded | 6997eac509c33900fcd767ec |

### IntRec

AP: 22.7. Result ID: 699b10ea5698665ec4a44ee6.

[Reporting paper](<https://www.sota2.com/research/paper/6997eac509c33900fcd767ec.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6997eac509c33900fcd767ec.md>)

Recorded evaluation configuration: {"Interaction Turn":"1"}. This record does not assert independent reproduction.

### IntRec

AP: 14.8. Result ID: 699b10ea5698665ec4a44ee5.

[Reporting paper](<https://www.sota2.com/research/paper/6997eac509c33900fcd767ec.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6997eac509c33900fcd767ec.md>)

Recorded evaluation configuration: {"Interaction Turn":"0"}. This record does not assert independent reproduction.

### OVMR

AP: 14.5. Result ID: 699b10ea5698665ec4a44ee4.

[Reporting paper](<https://www.sota2.com/research/paper/6997eac509c33900fcd767ec.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73821e209131cea5cd4e.md>)

[Implementation](<https://github.com/Zehong-Ma/OVMR>)

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

### CoDet

AP: 13.9. Result ID: 699b10ea5698665ec4a44ee3.

[Reporting paper](<https://www.sota2.com/research/paper/6997eac509c33900fcd767ec.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71051e209131cea4ea2c.md>)

[Implementation](<https://github.com/CVMI-Lab/CoDet>)

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

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