The implementation for the paper Counterfactual Reasoning for Multi-Label Image Classification via Patching-Based Training (ICML 2024).
See the README.md file in the data directory for instructions on downloading and preparing the datasets.
See run.sh .
| Model | Pretrained | mAP | Link |
|---|---|---|---|
| ResNet-101 | in1k | 85.1 | Log |
| TResNet-L | in1k | 88.7 | Log |
| TResNet-L | in21k | 90.5 | Log |
| Q2L-TResNet-L | in21k | 91.0 | Log |
| Q2L-TResNet-L | oi | 91.7 | Model&Log |