Update README.md

README.md

@@ -105,6 +105,20 @@ annotated_network.pth
 `annotated_network.pth` is the pre-trained annotation network weights that can be used to
  annotate customized 3D object dataset. The detailed instruction is included [here](https://github.com/TCXX/ObjaversePlusPlus/blob/main/annotation_model/Readme.md).
 
+## Dataset Evaluation
+
+We set up an image-to-3D generation task to evaluate our dataset using OpenLRM. We compared:
+
+- A randomly sampled subset of 100,000 objects from Objaverse (Training Set A)
+- A quality-filtered dataset of ~50,000 high-quality objects (Training Set B)
+
+Our key findings:
+
+- Better Generation Quality: User study shows significant preference for models trained on our curated dataset.
+- Faster Convergence: Our model demonstrates faster convergence on a carefully curated dataset.
+
+For more details, please read our [paper](https://arxiv.org/abs/2504.07334), which was peer reviewed at CVPR workshop (2025).
+
 ## Citation
 
 If you find this work useful for your research, please cite our paper: