notesum.ai
Published at November 14How Good is ChatGPT at Audiovisual Deepfake Detection: A Comparative Study of ChatGPT, AI Models and Human Perception
cs.CV
cs.AI
cs.HC
cs.LG
cs.MM
Released Date: November 14, 2024
Authors: Sahibzada Adil Shahzad1, Ammarah Hashmi1, Yan-Tsung Peng1, Yu Tsao1, Hsin-Min Wang1
Aff.: 1Institution not provided
| Prompt | Precision | Recall | F1 Score | Rejection Rate | Accuracy |
|---|---|---|---|---|---|
| P1 | 0.583 | 0.368 | 0.451 | 7.50 | 54.0 |
| P2 | 0.625 | 0.250 | 0.357 | 2.50 | 53.8 |
| P3 | 0.625 | 0.250 | 0.357 | 0.00 | 55.0 |
| P4 | 0.571 | 0.600 | 0.585 | 0.00 | 57.5 |
| P5 | 0.571 | 0.200 | 0.300 | 0.00 | 52.5 |
| P6 | 0.607 | 0.850 | 0.706 | 0.00 | 65.0 |
| P7 | 0.600 | 0.900 | 0.720 | 0.00 | 65.0 |