A Causal Marriage between VLM and IRM from Understanding to Reasoning

Benchmark Model Rank Results
domain-generalization-on-office-homeCLIP-IRMv2–Average Accuracy: 88.3
domain-generalization-on-pacsCLIP-IRMv2–Average Accuracy: 98.6