# Object Detection on PASCAL VOC Novel Set 2 2007

Source: [Object Detection on PASCAL VOC Novel Set 2 2007](<https://www.sota2.com/research/sota/object-detection-on-pascal-voc-novel-set-2-2007>)

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

Data updated: 2026-02-26T06:09:57.347Z

Evaluation of Object Detection performance on the PASCAL VOC Novel Set 2 2007 split, reporting mAP50 scores.

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) | PASCAL VOC Novel Set 2 2007 |
| Metric | mAP50 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 0 of 0 |
| 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

- [mAP50](<https://www.sota2.com/research/sota/object-detection-on-pascal-voc-novel-set-2-2007.md?metric=mAP50>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mAP50 | Result date | Report paper |
| --- | --- | --- | --- |

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