Forgery Type Identification on GenImage
91AccuracyFKG
Evaluation Results
| Method | Links | |
|---|---|---|
| FKGScenario=Real-world2026.06 | 91 | |
| Sonnet 4Scenario=Oracle-assisted2026.06 | 72 | |
| Gemini 2.0Scenario=Oracle-assisted2026.06 | 66 | |
| GPT-5Scenario=Real-world2026.06 | 62 | |
| GPT-5Scenario=Oracle-assisted2026.06 | 54 | |
| Gemini 2.0Scenario=Real-world2026.06 | 52 | |
| Gemma 3Scenario=Oracle-assisted2026.06 | 51 | |
| Qwen3 VLScenario=Real-world, VLM Type=Thinking2026.06 | 38 | |
| Gemma 3Scenario=Real-world2026.06 | 38 | |
| Qwen3 VLScenario=Oracle-assisted, VLM Type=Thinking2026.06 | 37 | |
| Sonnet 4Scenario=Real-world2026.06 | 26 | |
| Qwen3 VLScenario=Real-world, VLM Type=Instruct2026.06 | 24 | |
| Nemotron N.Scenario=Oracle-assisted2026.06 | 20 | |
| Llama 4 S.Scenario=Real-world2026.06 | 16 | |
| Qwen3 VLScenario=Oracle-assisted, VLM Type=Instruct2026.06 | 9 | |
| Llama 4 S.Scenario=Oracle-assisted2026.06 | 9 | |
| Nemotron N.Scenario=Real-world2026.06 | 6 |