# Open-World Object Detection on DIOR Task 1 (test)

Source: [Open-World Object Detection on DIOR Task 1 (test)](<https://www.sota2.com/research/sota/open-world-object-detection-on-dior-task-1-test>)

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

Data updated: 2026-02-26T06:07:46.563Z

Evaluation of Open-World Object Detection performance on the Task 1 subset of the DIOR dataset (test split), reporting metrics such as U-Recall, mAP Curr., WI, and A-OSE.

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 | Open-World Object Detection |
| Dataset (including any stated split) | DIOR Task 1 (test) |
| Metric | U-Recall |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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

- [U-Recall](<https://www.sota2.com/research/sota/open-world-object-detection-on-dior-task-1-test.md?metric=U-Recall>): Higher is better; unit: SCALAR.

- [mAP Curr.](<https://www.sota2.com/research/sota/open-world-object-detection-on-dior-task-1-test.md?metric=mAP%20Curr.>): Higher is better; unit: PERCENT.

- [WI](<https://www.sota2.com/research/sota/open-world-object-detection-on-dior-task-1-test.md?metric=WI>): Higher is better; unit: SCALAR.

- [A-OSE](<https://www.sota2.com/research/sota/open-world-object-detection-on-dior-task-1-test.md?metric=A-OSE>): Higher is better; unit: SCALAR.

## Recorded results

| Method | U-Recall | Result date | Report paper |
| --- | --- | --- | --- |
| IPOW | 19.9 | Not recorded | 699e81e76017c4460ffacd30 |
| Base Model | 2.8 | Not recorded | 699e81e76017c4460ffacd30 |

### IPOW

U-Recall: 19.9. Result ID: 699eb1895698665ec47f31a2.

[Reporting paper](<https://www.sota2.com/research/paper/699e81e76017c4460ffacd30.md>)

[Method origin paper](<https://www.sota2.com/research/paper/699e81e76017c4460ffacd30.md>)

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

### Base Model

U-Recall: 2.8. Result ID: 699eb1895698665ec47f31a1.

[Reporting paper](<https://www.sota2.com/research/paper/699e81e76017c4460ffacd30.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62451e209131ce9f8655.md>)

[Implementation](<https://github.com/shaoqingren/faster_rcnn>)

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

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