Static Attribution on IABench (EP2)
99.66Real AccuracyIncreFA
Evaluation Results
| Method | Links | ||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| IncreFABackbone=ViT-B/16, Evaluation Protocol=EP22026.04 | 99.66 | 99.46 | 99.77 | 94.6 | 99.56 | 99.84 | 99.56 | 98.42 | 89.04 | 96.86 | 99.89 | 98.72 | 95.96 | 100 | 99.28 | 97.21 | 80 | 97.4 | 99.71 | 91.78 | 98.48 | 95.9 | 72.66 | 98.14 | 93.12 | 97.54 | 99.12 | 95.93 | 99.97 | 98.78 | |
| RepMixEvaluation Protocol=EP22026.04 | 99.52 | 100 | 100 | 100 | 74.63 | 99.34 | 81.82 | 17.56 | 93.9 | 90.74 | 88.27 | 85.4 | 80.48 | 77.43 | 99.84 | 74.76 | 97.18 | 99.62 | 99.6 | 97.7 | 99.1 | 98.52 | 99.5 | 99.32 | 95 | 95 | 99.97 | 91.16 | 95.65 | 82.13 | |
| POSEEvaluation Protocol=EP22026.04 | 97.92 | 88.29 | 69.5 | 99.43 | 98.23 | 87.38 | 77.21 | 86.46 | 66.05 | 76.15 | 76.91 | 77.26 | 19.87 | 30.49 | 89.53 | 39.91 | 70.51 | 41.59 | 86.58 | 77.11 | 86.88 | 86.46 | 54.5 | 50.86 | 52.28 | 79.97 | 89.64 | 74.69 | 84.22 | 98.23 | |
| Vanilla baselineBackbone=Frozen CLIP, Evaluation Protocol=EP22026.04 | 97.44 | 98.82 | 99.83 | 30.9 | 98.4 | 97 | 97.38 | 87.12 | 83.32 | 93.9 | 99.13 | 98.04 | 94.76 | 15.92 | 98.92 | 19.02 | 74.5 | 85.9 | 99.74 | 85.9 | 96.7 | 92.64 | 98.9 | 75.14 | 91.36 | 95.56 | 98.56 | 83.75 | 97.66 | 70.04 | |
| DNA-NetEvaluation Protocol=EP22026.04 | 95.88 | 91.4 | 91 | 100 | 45.8 | 98.8 | 71.17 | 21 | 76.4 | 65.2 | 36.2 | 85.4 | 13 | 77.6 | 99.2 | 21 | 14.6 | 96 | 3 | 24.8 | 80.6 | 50.2 | 29.6 | 55.6 | 16.8 | 97 | 51.8 | 71.61 | 95.99 | 78.4 | |
| SiameseEvaluation Protocol=EP22026.04 | 94.43 | 98.43 | 91.98 | 98.79 | 99.9 | 87 | 92.36 | 81.02 | 89.1 | 79.31 | 92.93 | 94.52 | 84.3 | 89.75 | 59.93 | 94.5 | 86.48 | 65.14 | 82.22 | 79.41 | 59.99 | 99.21 | 85.59 | 19.82 | 66.02 | 95.98 | 88.34 | 83.57 | 89.79 | 96.23 | |
| DE-FAKEEvaluation Protocol=EP22026.04 | 93.23 | 79.12 | 89 | 97.09 | 88.67 | 88.81 | 92.19 | 15.51 | 79.2 | 98.09 | 96.54 | 81.96 | 45.81 | 99.7 | 47.57 | 71.27 | 32.9 | 39.3 | 77.23 | 76.5 | 96.23 | 95.32 | 92.1 | 35.92 | 39.99 | 86.65 | 92.67 | 73.97 | 90.9 | 72.23 |