ResearchBenchmarksBias discovery on CelebA (test)Bias discovery on CelebA (test)Follow1Precision@10ViG-FACTS0.62560.72280.820.9172Dec 31, 2025Evaluation resultsMethodMethodLinksPrecision@10ViG-FACTStraining=ERMtraining=ERM2025.121SliceLensLLM=Gemini-2.5-Pro, VL...LLM=Gemini-2.5-Pro, VLM=Qwen-2.5-VL-7B2025.121Dominotraining=ERMtraining=ERM2025.120.9FACTStraining=ERMtraining=ERM2025.120.9LADDERtraining=ERMtraining=ERM2025.120.85FDtraining=ERMtraining=ERM2025.120.7ViG-B2Ttraining=ERMtraining=ERM2025.120.7B2Ttraining=ERMtraining=ERM2025.120.64