# Object Detection on COCO Generalized Few-Shot (test)

Source: [Object Detection on COCO Generalized Few-Shot (test)](<https://www.sota2.com/research/sota/object-detection-on-coco-generalized-few-shot-test>)

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

Data updated: 2026-02-26T05:22:59.433Z

Evaluation of Object Detection performance on the COCO dataset specifically configured for Generalized Few-Shot testing on the test split.

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) | COCO Generalized Few-Shot (test) |
| Metric | AP |
| 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

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

- [AP@50](<https://www.sota2.com/research/sota/object-detection-on-coco-generalized-few-shot-test.md?metric=AP%4050>): Higher is better; unit: PERCENT.

- [AP@75](<https://www.sota2.com/research/sota/object-detection-on-coco-generalized-few-shot-test.md?metric=AP%4075>): Higher is better; unit: PERCENT.

- [AP (Small)](<https://www.sota2.com/research/sota/object-detection-on-coco-generalized-few-shot-test.md?metric=AP%20(Small)>): Higher is better; unit: PERCENT.

- [AP (Medium)](<https://www.sota2.com/research/sota/object-detection-on-coco-generalized-few-shot-test.md?metric=AP%20(Medium)>): Higher is better; unit: PERCENT.

- [AP (Large)](<https://www.sota2.com/research/sota/object-detection-on-coco-generalized-few-shot-test.md?metric=AP%20(Large)>): Higher is better; unit: PERCENT.

- [AP (Base)](<https://www.sota2.com/research/sota/object-detection-on-coco-generalized-few-shot-test.md?metric=AP%20(Base)>): Higher is better; unit: PERCENT.

- [AP@50 (Base)](<https://www.sota2.com/research/sota/object-detection-on-coco-generalized-few-shot-test.md?metric=AP%4050%20(Base)>): Higher is better; unit: PERCENT.

- [AP@75 (Base)](<https://www.sota2.com/research/sota/object-detection-on-coco-generalized-few-shot-test.md?metric=AP%4075%20(Base)>): Higher is better; unit: PERCENT.

- [AP (Novel)](<https://www.sota2.com/research/sota/object-detection-on-coco-generalized-few-shot-test.md?metric=AP%20(Novel)>): Higher is better; unit: PERCENT.

- [AP@50 (Novel)](<https://www.sota2.com/research/sota/object-detection-on-coco-generalized-few-shot-test.md?metric=AP%4050%20(Novel)>): Higher is better; unit: PERCENT.

- [AP@75 (Novel)](<https://www.sota2.com/research/sota/object-detection-on-coco-generalized-few-shot-test.md?metric=AP%4075%20(Novel)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AP | Result date | Report paper |
| --- | --- | --- | --- |

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