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Update README.md
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anxiangsir authored Feb 7, 2025
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Expand Up @@ -17,6 +17,14 @@ We used the official LLaVA-NeXT and conducted training and validation with the o
| MLCD (ViT_L_14_336px) [HF](https://huggingface.co/DeepGlint-AI/mlcd-vit-large-patch14-336) | 67.84 | 76.46 | 43.48 | 531.00 | 44.30 |
| MLCD (ViT_bigG_14_336px) [HF](https://huggingface.co/DeepGlint-AI/mlcd-vit-bigG-patch14-336) | 71.92 | 79.63 | 44.38 | 577.00 | 46.78 |

The results of the ImageNet linear probe are as follows:

| Model Name | ImageNet Linear Probe | Hugging Face | Google Drive |
| :--------------------- | :-------------------: | :----------------------------------------------------------------------------------------- | :----------: |
| MLCD-ViT-bigG-14-224px | 87.1 | [HF:MLCD-ViT-bigG-14-224px](https://huggingface.co/DeepGlint-AI/mlcd-vit-bigG-patch14-224) | - |
| MLCD-ViT-L-14-336px | 86.3 | [HF:MLCD-ViT-L-14-336px](https://huggingface.co/DeepGlint-AI/mlcd-vit-large-patch14-336) | - |
| MLCD-ViT-B-32-224px | 79.1 | [HF:MLCD-ViT-B-32-224px](https://huggingface.co/DeepGlint-AI/mlcd-vit-base-patch32-224) | - |


## Latest News
🎅 [2024/12] We have launched the [MLCD-Seg-7B](https://github.com/deepglint/unicom/tree/main/downstream), achieving scores of 85.3/81.5 on RefCOCO[testA/B], 82.9/75.6 on RefCOCO+[testA/B], and 80.5 on RefCOCOg[test].
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### Model Zoo

| Model Name | ImageNet Linear Probe | Hugging Face | Google Drive |
| :--------------------- | :-------------------: | :----------------------------------------------------------------------------------------- | :----------: |
| MLCD-ViT-bigG-14-224px | 87.1 | [HF:MLCD-ViT-bigG-14-224px](https://huggingface.co/DeepGlint-AI/mlcd-vit-bigG-patch14-224) | - |
| MLCD-ViT-L-14-336px | 86.3 | [HF:MLCD-ViT-L-14-336px](https://huggingface.co/DeepGlint-AI/mlcd-vit-large-patch14-336) | - |
| MLCD-ViT-B-32-224px | 79.1 | [HF:MLCD-ViT-B-32-224px](https://huggingface.co/DeepGlint-AI/mlcd-vit-base-patch32-224) | - |




### MLLMs Evaluation Results

<p align="center" width="100%">
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