# Object Detection Training on O365 + GoldG + YFCC1M

Source: [Object Detection Training on O365 + GoldG + YFCC1M](<https://www.sota2.com/research/sota/object-detection-training-on-o365-plus-goldg-plus-yfcc1m>)

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

Data updated: 2026-02-26T06:07:38.288Z

Evaluation of training efficiency metrics, specifically training time and frames per second (FPS), for object detection models trained on the combined O365, GoldG, and YFCC1M datasets.

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 Training |
| Dataset (including any stated split) | O365 + GoldG + YFCC1M |
| Metric | Training time (GPU hours) |
| Unit | TIME |
| Direction | Lower is better |
| Results loaded | 1 of 1 |
| 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

- [Training time (GPU hours)](<https://www.sota2.com/research/sota/object-detection-training-on-o365-plus-goldg-plus-yfcc1m.md?metric=Training%20time%20(GPU%20hours)>): Lower is better; unit: TIME.

- [Training FPS](<https://www.sota2.com/research/sota/object-detection-training-on-o365-plus-goldg-plus-yfcc1m.md?metric=Training%20FPS>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Training time (GPU hours) | Result date | Report paper |
| --- | --- | --- | --- |
| DetCLIP-T | 2 | Not recorded | 68fa6f0c1e209131cea43918 |

### DetCLIP-T

Training time (GPU hours): 2. Result ID: 6990a4823a6c3148490214f1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f0c1e209131cea43918.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dac1e209131cea3b603.md>)

Recorded evaluation configuration: {"Pretrain-data":"O365+GoldG+YFCC1M"}. This record does not assert independent reproduction.

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