# Object Detection on MM\_3 (test)

Source: [Object Detection on MM\_3 (test)](<https://www.sota2.com/research/sota/object-detection-on-mm_3-test>)

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

Data updated: 2026-03-12T07:03:28.166Z

Evaluation of Object Detection performance on the test split of the MM\_3 dataset, reporting F1 score and Accuracy.

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) | MM\_3 (test) |
| Metric | F1 Score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [F1 Score](<https://www.sota2.com/research/sota/object-detection-on-mm_3-test.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

- [Accuracy](<https://www.sota2.com/research/sota/object-detection-on-mm_3-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | F1 Score | Result date | Report paper |
| --- | --- | --- | --- |
| IP+TB | 46 | Not recorded | 68fa7a611e209131cea82bb7 |
| Best | 41 | Not recorded | 68fa7a611e209131cea82bb7 |
| HS+TB | 39 | Not recorded | 68fa7a611e209131cea82bb7 |
| Avg. | 35 | Not recorded | 68fa7a611e209131cea82bb7 |
| TB | 33 | Not recorded | 68fa7a611e209131cea82bb7 |
| MV | 18 | Not recorded | 68fa7a611e209131cea82bb7 |

### IP+TB

F1 Score: 46. Result ID: 69b2650a6dbb7075b95c7614.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a611e209131cea82bb7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a611e209131cea82bb7.md>)

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

### Best

F1 Score: 41. Result ID: 69b2650a6dbb7075b95c7610.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a611e209131cea82bb7.md>)

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

### HS+TB

F1 Score: 39. Result ID: 69b2650a6dbb7075b95c7615.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a611e209131cea82bb7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a611e209131cea82bb7.md>)

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

### Avg.

F1 Score: 35. Result ID: 69b2650a6dbb7075b95c7611.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a611e209131cea82bb7.md>)

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

### TB

F1 Score: 33. Result ID: 69b2650a6dbb7075b95c7613.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a611e209131cea82bb7.md>)

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

### MV

F1 Score: 18. Result ID: 69b2650a6dbb7075b95c7612.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a611e209131cea82bb7.md>)

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

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