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Sponsored by
PostMcpAi
merve / rf-detr-mobile-ui
Model's Last Updated: June 06 2026
object-detection
Introduction of rf-detr-mobile-ui
Model Details of rf-detr-mobile-ui
rf-detr-mobile-ui
This model is a fine-tuned version of Roboflow/rf-detr-medium on the merve/mobile-ui-design dataset. It achieves the following results on the evaluation set:
- Loss: 11.6978
- Map: 0.3221
- Map 50: 0.4676
- Map 75: 0.3317
- Map Small: 0.2433
- Map Medium: 0.3222
- Map Large: 0.4229
- Mar 1: 0.0658
- Mar 10: 0.3564
- Mar 100: 0.574
- Mar Small: 0.416
- Mar Medium: 0.5745
- Mar Large: 0.7475
- Map Group: 0.2539
- Mar 100 Group: 0.6076
- Map Image: 0.3879
- Mar 100 Image: 0.6364
- Map Rectangle: 0.308
- Mar 100 Rectangle: 0.5287
- Map Text: 0.3385
- Mar 100 Text: 0.5235
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 8
- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: cosine
- num_epochs: 5.0
Training results
| Training Loss | Epoch | Step | Validation Loss | Map | Map 50 | Map 75 | Map Small | Map Medium | Map Large | Mar 1 | Mar 10 | Mar 100 | Mar Small | Mar Medium | Mar Large | Map Group | Mar 100 Group | Map Image | Mar 100 Image | Map Rectangle | Mar 100 Rectangle | Map Text | Mar 100 Text |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 12.9372 | 1.0 | 834 | 12.5134 | 0.142 | 0.2455 | 0.1367 | 0.0751 | 0.1334 | 0.2061 | 0.0454 | 0.2382 | 0.4429 | 0.2816 | 0.4341 | 0.5984 | 0.1345 | 0.4747 | 0.1498 | 0.4903 | 0.1209 | 0.3933 | 0.1628 | 0.4134 |
| 10.4117 | 2.0 | 1668 | 12.0690 | 0.2095 | 0.3286 | 0.2091 | 0.1287 | 0.208 | 0.3034 | 0.0542 | 0.2954 | 0.5115 | 0.3377 | 0.504 | 0.6989 | 0.1447 | 0.5367 | 0.2545 | 0.5644 | 0.1981 | 0.4681 | 0.2406 | 0.4769 |
| 9.6118 | 3.0 | 2502 | 11.8741 | 0.2647 | 0.3972 | 0.2714 | 0.1869 | 0.2633 | 0.3638 | 0.06 | 0.3278 | 0.5466 | 0.3839 | 0.5469 | 0.7235 | 0.1947 | 0.5778 | 0.3159 | 0.5982 | 0.2594 | 0.5016 | 0.2889 | 0.509 |
| 9.2287 | 4.0 | 3336 | 11.7645 | 0.3108 | 0.4539 | 0.3204 | 0.2308 | 0.3121 | 0.4099 | 0.0649 | 0.3516 | 0.568 | 0.4071 | 0.5686 | 0.7433 | 0.2465 | 0.6029 | 0.3721 | 0.6301 | 0.2977 | 0.5221 | 0.3269 | 0.5168 |
| 8.8028 | 5.0 | 4170 | 11.6978 | 0.3221 | 0.4676 | 0.3317 | 0.2433 | 0.3222 | 0.4229 | 0.0658 | 0.3564 | 0.574 | 0.416 | 0.5745 | 0.7475 | 0.2539 | 0.6076 | 0.3879 | 0.6364 | 0.308 | 0.5287 | 0.3385 | 0.5235 |
Framework versions
- Transformers 5.10.0.dev0
- Pytorch 2.12.0+cu130
- Datasets 5.0.0
- Tokenizers 0.22.2
Runs of merve rf-detr-mobile-ui on huggingface.co
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24-hour runs
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3-day runs
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7-day runs
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30-day runs
More Information About rf-detr-mobile-ui huggingface.co Model
Url of rf-detr-mobile-ui
rf-detr-mobile-ui huggingface.co Url
Provider of rf-detr-mobile-ui huggingface.co
Other API from merve
Updated:May 26 2026
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