# Object Detection on RF-100 VL

Source: [Object Detection on RF-100 VL](<https://www.sota2.com/research/sota/object-detection-on-rf-100-vl>)

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

Data updated: 2026-03-31T07:30:03.048Z

Evaluation of Object Detection performance on the RF-100 VL dataset, reporting Average Precision (AP).

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) | RF-100 VL |
| Metric | AP |
| 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

- [AP](<https://www.sota2.com/research/sota/object-detection-on-rf-100-vl.md?metric=AP>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AP | Result date | Report paper |
| --- | --- | --- | --- |
| SAM 3 | 36.5 | Not recorded | 6923e69bd6b0dd334292f0ad |
| gDino-T | 33.7 | Not recorded | 6923e69bd6b0dd334292f0ad |
| gDino-T | 15.7 | Not recorded | 6923e69bd6b0dd334292f0ad |
| SAM 3 | 15.2 | Not recorded | 6923e69bd6b0dd334292f0ad |
| Gemini2.5-Pro | 11.6 | Not recorded | 6923e69bd6b0dd334292f0ad |
| Gemini2.5-Pro | 9.8 | Not recorded | 6923e69bd6b0dd334292f0ad |

### SAM 3

AP: 36.5. Result ID: 69cb776047f34ce924b363a7.

[Reporting paper](<https://www.sota2.com/research/paper/6923e69bd6b0dd334292f0ad.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6923e69bd6b0dd334292f0ad.md>)

[Implementation](<https://github.com/facebookresearch/sam3>)

Recorded evaluation configuration: {"Number of shots":"10"}. This record does not assert independent reproduction.

### gDino-T

AP: 33.7. Result ID: 69cb776047f34ce924b363a5.

[Reporting paper](<https://www.sota2.com/research/paper/6923e69bd6b0dd334292f0ad.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74311e209131cea6055d.md>)

[Implementation](<https://github.com/IDEA-Research/GroundingDINO>)

Recorded evaluation configuration: {"Number of shots":"10"}. This record does not assert independent reproduction.

### gDino-T

AP: 15.7. Result ID: 69cb776047f34ce924b363a4.

[Reporting paper](<https://www.sota2.com/research/paper/6923e69bd6b0dd334292f0ad.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74311e209131cea6055d.md>)

[Implementation](<https://github.com/IDEA-Research/GroundingDINO>)

Recorded evaluation configuration: {"Number of shots":"0"}. This record does not assert independent reproduction.

### SAM 3

AP: 15.2. Result ID: 69cb776047f34ce924b363a6.

[Reporting paper](<https://www.sota2.com/research/paper/6923e69bd6b0dd334292f0ad.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6923e69bd6b0dd334292f0ad.md>)

[Implementation](<https://github.com/facebookresearch/sam3>)

Recorded evaluation configuration: {"Number of shots":"0"}. This record does not assert independent reproduction.

### Gemini2.5-Pro

AP: 11.6. Result ID: 69cb776047f34ce924b363a2.

[Reporting paper](<https://www.sota2.com/research/paper/6923e69bd6b0dd334292f0ad.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c311e209131cea8cef5.md>)

Recorded evaluation configuration: {"Number of shots":"0"}. This record does not assert independent reproduction.

### Gemini2.5-Pro

AP: 9.8. Result ID: 69cb776047f34ce924b363a3.

[Reporting paper](<https://www.sota2.com/research/paper/6923e69bd6b0dd334292f0ad.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c311e209131cea8cef5.md>)

Recorded evaluation configuration: {"Number of shots":"10"}. This record does not assert independent reproduction.

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