Raising the Bar of AI-generated Image Detection with CLIP

Keyphrases

• Image Detection 100%
• AI-generated Images 100%
• Detection Method 50%
• Generalization Ability 50%
• High Robustness 50%
• Out-of-distribution Data 50%
• Generative Models 50%
• In-distribution 50%
• Commercial Tools 50%
• Firefly 50%
• Previous Beliefs 50%
• Midjourney 50%
• Large Domain 50%
• Vision-language Models 50%
• Domain-specific Datasets 50%
• Lightweight Detection 50%
• Universal Detection 50%

Computer Science

• Data Distribution 100%
• Artificial Intelligence 100%
• Challenging Scenario 50%
• Generalization Ability 50%
• Language Modeling 50%
• Commercial Tool 50%
• Generative Model 50%

Earth and Planetary Sciences

• Artificial Intelligence 100%
• State of the Art 50%