Create README.md

README.md

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+---
+pipeline_tag: object-detection
+---
+
+DETR-R101-DC5 object detector, finetuned on PaintSkills Dataset for visual reasoning skill evaluation of text-to-image generation models.
+
+Please check https://github.com/j-min/DallEval/tree/main/paintskills for the instruction for running skill evaluation with the DETR model.
+
+- Paper: [DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models (ICCV 2023)](https://arxiv.org/abs/2202.04053)
+- Authors: Jaemin Cho, Abhay Zala, Mohit Bansal
+
+```bibtex
+@inproceedings{Cho2023DallEval,
+  title         = {DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models},
+  author        = {Jaemin Cho and Abhay Zala and Mohit Bansal},
+  year          = {2023},
+  booktitle     = {ICCV},
+}
+```