| Paper | Code | Worst-group Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|
| HSFM: Hard-Set-Guided Feature-Space Meta-Learning for Robust Classification under Spurious Correlations | ✓ Link | 93.1 | HSFM | 2026-03-31 |
| Decompose-and-Compose: A Compositional Approach to Mitigating Spurious Correlation | ✓ Link | 92.6 | DaC-C | 2024-02-29 |
| Let Samples Speak: Mitigating Spurious Correlation by Exploiting the Clusterness of Samples | ✓ Link | 91.12 | NSF (ResNet-50) | 2025-12-28 |
| Project-Probe-Aggregate: Efficient Fine-Tuning for Group Robustness | 87.4 | CoOp + PPA (CLIP ViT-L/14) | 2025-03-12 | |
| Rank-Guided Pseudo-Bias Learning for Robust Black-Box Adaptation | 84.92 | PLD-Debias (CLIP ResNet-50) | 2026-06-03 |