Detection on Unseen Datasets Average
77.12AccuracyViT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ViTParams (M)=85.63, FLOPs (G)=16.88, Inference Time (s)=0.0072026.03 | 77.12 | 74.86 | |
| XceptionParams (M)=20.83, FLOPs (G)=4.64, Inference Time (s)=0.0062026.03 | 75.06 | 22.38 | |
| DNA-DetParams (M)=5.90, FLOPs (G)=16.37, Inference Time (s)=0.0062026.03 | 75 | 23.2 | |
| GazeCLIPParams (M)=204.40, FLOPs (G)=17.65, Inference Time (s)=0.1922026.03 | 74.88 | 94.2 | |
| ResNetParams (M)=11.19, FLOPs (G)=1.82, Inference Time (s)=0.0042026.03 | 74.8 | 50.07 | |
| OmniDFAParams (M)=31.75, FLOPs (G)=5.88, Inference Time (s)=0.0062026.03 | 74.17 | 48.95 | |
| Lin et al.Params (M)=85.31, FLOPs (G)=96.04, Inference Time (s)=0.0572026.03 | 73.93 | 50.84 | |
| CLIPParams (M)=84.26, FLOPs (G)=15.91, Inference Time (s)=0.0232026.03 | 73.88 | 70.42 | |
| CViTParams (M)=91.11, FLOPs (G)=6.69, Inference Time (s)=0.0072026.03 | 73.82 | 38.97 | |
| FAParams (M)=5.70, Inference Time (s)=0.0492026.03 | 73.18 | 44.07 | |
| CDALParams (M)=38.26, FLOPs (G)=1.04, Inference Time (s)=0.0062026.03 | 72.04 | 40.61 | |
| CAELParams (M)=158.65, FLOPs (G)=2.11, Inference Time (s)=0.1112026.03 | 71.78 | 53.19 | |
| DE-FAKEParams (M)=84.26, FLOPs (G)=95.91, Inference Time (s)=0.0532026.03 | 70.31 | 35.69 | |
| MFCLIPParams (M)=68.38, FLOPs (G)=7.17, Inference Time (s)=0.0702026.03 | 53.08 | 42.39 |