This repo holds codes of the paper: Debiased Outfit Compatibility Modeling with Counterfactual Inference. (ACM MCFR of MM 2022)
| Model | AUC on IID | AUC on OOD | Pretrained model |
|---|---|---|---|
| OCM-CF | 0.92 | 0.84 | [Baidu] https://pan.baidu.com/s/1BkswAWemgA9PJBGiEKBLvQ?pwd=odai |
| CI-OCM | 0.92 | 0.86 | [Google Drive] https://drive.google.com/drive/folders/1hzavzCY5PcV3O_qKH2kd-EN5KCBKuyDK?usp=sharing |
If you find this repo useful in your research works, please consider citing:
@inproceedings{10.1145/3552468.3555363,
author = {Jing, Liqiang and Tian, Minghui and Chen, Xiaolin and Sun, Teng and Guan, Weili and Song, Xuemeng},
title = {CI-OCM: Counterfactural Inference towards Unbiased Outfit Compatibility Modeling},
year = {2022},
publisher = {Association for Computing Machinery},
booktitle = {Proceedings of the 1st Workshop on Multimedia Computing towards Fashion Recommendation},
pages = {31–38}
}