detector stringclasses 3
values | test_dataset stringclasses 1
value | weights_path stringclasses 3
values | preprocessing dict | metrics dict | real_probs listlengths 794 794 | deepfake_probs listlengths 2.25k 2.25k |
|---|---|---|---|---|---|---|
spsl | OurProdNew | ../DeepfakeBench/training/weights/spsl_best.pth | {
"resolution": 256,
"mean": [
0.5,
0.5,
0.5
],
"std": [
0.5,
0.5,
0.5
],
"interpolation": "INTER_CUBIC"
} | {
"n_real": 794,
"n_deepfake": 2246,
"auc": 0.44138698295991086,
"eer": 0.5428211586901763,
"ap": 0.700770346743293,
"acc": 0.4351973684210526,
"fpr_at_0.5": 0.5125944584382871,
"det_rate_at_0.5": 0.41674087266251114,
"real_mean": 0.5269236357422822,
"deepfake_mean": 0.4652759823143708
} | [
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0.54... | [
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0.398... |
ucf | OurProdNew | ../DeepfakeBench/training/weights/ucf_best.pth | {
"resolution": 256,
"mean": [
0.5,
0.5,
0.5
],
"std": [
0.5,
0.5,
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],
"interpolation": "INTER_CUBIC"
} | {
"n_real": 794,
"n_deepfake": 2246,
"auc": 0.4355860180202813,
"eer": 0.5340050377833753,
"ap": 0.6989191724803872,
"acc": 0.31743421052631576,
"fpr_at_0.5": 0.20151133501259447,
"det_rate_at_0.5": 0.14737310774710596,
"real_mean": 0.2257034035222294,
"deepfake_mean": 0.16824078674795448
} | [
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0.9947733283042... | [
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0.007274593226611614,
0.025538193061947823,
0.557... |
xception | OurProdNew | ../DeepfakeBench/training/weights/xception_best.pth | {
"resolution": 256,
"mean": [
0.5,
0.5,
0.5
],
"std": [
0.5,
0.5,
0.5
],
"interpolation": "INTER_CUBIC"
} | {
"n_real": 794,
"n_deepfake": 2246,
"auc": 0.4640760736691706,
"eer": 0.5214105793450882,
"ap": 0.708115965676872,
"acc": 0.3516447368421053,
"fpr_at_0.5": 0.2707808564231738,
"det_rate_at_0.5": 0.21816562778272486,
"real_mean": 0.3264253578141158,
"deepfake_mean": 0.2878731927824707
} | [
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0.02766314707696438,
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... | [
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0.41475215554237366,
0.17857840657234192,
0.11781520396471024,
0.2510530650615692... |
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