Deepfake
Benchmarks
TaskDatasetSOTA resultTrendResults
DeepFake JSD = 0.545 (GS)
643TP
20
DeepFake JSD = 1e-4 (RS)
793True Positives (TP)
20
DeepFake
39IoU
12
Deepfake dataset
89.71Accuracy
11
Deepfake In-distribution, Cross-domains & Cross-models
96.15Average Recall
10
Deepfake
99.06AA
9
Deepfake (test)
92.82AP
6
Deepfake Cross-domains & Cross-models (test)
0.962Avg Recall
6
Deepfake Out-of-distribution Unseen Domains
89.63Avg Recall
6
Deepfake Out-of-distribution Unseen Models
0.93Avg Recall
6
Deepfake Domain-specific & Model-specific (In-distribution)
99.77Average Recall
5
Deepfake Cross-domains Model-specific (In-distribution)
96.73Avg Recall
5