VendorBench-100: A Unified Cross-Paradigm Benchmark for Deepfake Image Detection

Sharayu N. Deshmukh, Md Rashidunnabi, Nelton Tiago Gemo +3

Deepfake image detection is served by three fundamentally different paradigms - commercial APIs, zero-shot vision-language models (LLMs), and open-source detectors - that are rarel…