# Object Detection on COCO classes 70-80 2017 (val)

Source: [Object Detection on COCO classes 70-80 2017 (val)](<https://www.sota2.com/research/sota/object-detection-on-coco-classes-70-80-2017-val>)

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

Data updated: 2026-02-26T05:22:42.573Z

Evaluation of Object Detection performance specifically on classes 70 through 80 of the COCO 2017 validation set.

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 classes 70-80 2017 (val) |
| 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-coco-classes-70-80-2017-val.md?metric=AP>): Higher is better; unit: PERCENT.

- [AP50](<https://www.sota2.com/research/sota/object-detection-on-coco-classes-70-80-2017-val.md?metric=AP50>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AP | Result date | Report paper |
| --- | --- | --- | --- |
| ERD | 20.7 | Not recorded | 68fa6c2b1e209131cea32833 |
| SID | 12.6 | Not recorded | 68fa6c2b1e209131cea32833 |
| RILOD | 8.4 | Not recorded | 68fa6c2b1e209131cea32833 |
| Catastrophic Forgetting | 3.3 | Not recorded | 68fa6c2b1e209131cea32833 |

### ERD

AP: 20.7. Result ID: 698ee73467eb08d78c866c23.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c2b1e209131cea32833.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c2b1e209131cea32833.md>)

[Implementation](<https://github.com/Hi-FT/ERD>)

Recorded evaluation configuration: {"detector":"GFLV1","incremental\_setting":"four-step","step":"4"}. This record does not assert independent reproduction.

### SID

AP: 12.6. Result ID: 698ee73467eb08d78c866c22.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c2b1e209131cea32833.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68fa1e209131cea1f78f.md>)

Recorded evaluation configuration: {"detector":"GFLV1","incremental\_setting":"four-step","step":"4"}. This record does not assert independent reproduction.

### RILOD

AP: 8.4. Result ID: 698ee73467eb08d78c866c21.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c2b1e209131cea32833.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa665e1e209131cea0fe0a.md>)

Recorded evaluation configuration: {"detector":"GFLV1","incremental\_setting":"four-step","step":"4"}. This record does not assert independent reproduction.

### Catastrophic Forgetting

AP: 3.3. Result ID: 698ee73467eb08d78c866c20.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c2b1e209131cea32833.md>)

Recorded evaluation configuration: {"detector":"GFLV1","incremental\_setting":"four-step","step":"4"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.