paper-with-me

DeepFake Detection 벤치마크

DeepFake Detection on DFDC

12개 결과 · ⬇ CSV · JSON

AUC

0.919 0.927 0.935 0.943 0.951 2021-07 2026-09 Cross Efficient Vision Transformer — 0.951 (2021-07-06) Efficient Vision Transformer — 0.919 (2021-07-06) Cross Efficient Vision Transformer — 0.951 (2021-07-06) Efficient Vision Transformer — 0.919 (2021-07-06) Cross Efficient Vision Transformer — 0.951 (2021-07-06) Efficient Vision Transformer — 0.919 (2021-07-06) Cross Efficient Vision Transformer — 0.951 (2021-07-06) Efficient Vision Transformer — 0.919 (2021-07-06) Cross Efficient Vision Transformer — 0.951 (2021-07-06)
RankModel AUCLogLoss Extra Training Data PaperCodeYear
1 Cross Efficient Vision Transformer 0.951– ✓ Combining EfficientNet and Vision Transformers for Video Deepfake Detection davide-coccomini/Combining-EfficientNet-and-Vision-Transformersfor-Video-Deepfake-Detection · davide-coccomini/Combining-EfficientNet-and-Vision-Transformers-for-Video-Deepfake-Detection · davide-coccomini/mintime-multi-identity-size-invariant-timesformer-for-video-deepfake-detection 2021
2 Efficient Vision Transformer 0.919– ✓ Combining EfficientNet and Vision Transformers for Video Deepfake Detection davide-coccomini/Combining-EfficientNet-and-Vision-Transformersfor-Video-Deepfake-Detection · davide-coccomini/Combining-EfficientNet-and-Vision-Transformers-for-Video-Deepfake-Detection · davide-coccomini/mintime-multi-identity-size-invariant-timesformer-for-video-deepfake-detection 2021
3 EfficientNetB4 + EfficientNetB4ST + B4Att –0.4640 Video Face Manipulation Detection Through Ensemble of CNNs polimi-ispl/icpr2020dfdc · SuyashSonawane/fakedetector · jhchang/DFDC 2020
4 Cross Efficient Vision Transformer 0.951– ✓ Combining EfficientNet and Vision Transformers for Video Deepfake Detection davide-coccomini/Combining-EfficientNet-and-Vision-Transformersfor-Video-Deepfake-Detection · davide-coccomini/Combining-EfficientNet-and-Vision-Transformers-for-Video-Deepfake-Detection · davide-coccomini/mintime-multi-identity-size-invariant-timesformer-for-video-deepfake-detection 2021
5 Efficient Vision Transformer 0.919– ✓ Combining EfficientNet and Vision Transformers for Video Deepfake Detection davide-coccomini/Combining-EfficientNet-and-Vision-Transformersfor-Video-Deepfake-Detection · davide-coccomini/Combining-EfficientNet-and-Vision-Transformers-for-Video-Deepfake-Detection · davide-coccomini/mintime-multi-identity-size-invariant-timesformer-for-video-deepfake-detection 2021
6 EfficientNetB4 + EfficientNetB4ST + B4Att –0.4640 Video Face Manipulation Detection Through Ensemble of CNNs polimi-ispl/icpr2020dfdc · SuyashSonawane/fakedetector · jhchang/DFDC 2020
7 Cross Efficient Vision Transformer 0.951– ✓ Combining EfficientNet and Vision Transformers for Video Deepfake Detection davide-coccomini/Combining-EfficientNet-and-Vision-Transformersfor-Video-Deepfake-Detection · davide-coccomini/Combining-EfficientNet-and-Vision-Transformers-for-Video-Deepfake-Detection · davide-coccomini/mintime-multi-identity-size-invariant-timesformer-for-video-deepfake-detection 2021
8 Efficient Vision Transformer 0.919– ✓ Combining EfficientNet and Vision Transformers for Video Deepfake Detection davide-coccomini/Combining-EfficientNet-and-Vision-Transformersfor-Video-Deepfake-Detection · davide-coccomini/Combining-EfficientNet-and-Vision-Transformers-for-Video-Deepfake-Detection · davide-coccomini/mintime-multi-identity-size-invariant-timesformer-for-video-deepfake-detection 2021
9 EfficientNetB4 + EfficientNetB4ST + B4Att –0.4640 Video Face Manipulation Detection Through Ensemble of CNNs polimi-ispl/icpr2020dfdc · SuyashSonawane/fakedetector · jhchang/DFDC 2020
10 Cross Efficient Vision Transformer 0.951– ✓ Combining EfficientNet and Vision Transformers for Video Deepfake Detection davide-coccomini/Combining-EfficientNet-and-Vision-Transformersfor-Video-Deepfake-Detection · davide-coccomini/Combining-EfficientNet-and-Vision-Transformers-for-Video-Deepfake-Detection · davide-coccomini/mintime-multi-identity-size-invariant-timesformer-for-video-deepfake-detection 2021
11 Efficient Vision Transformer 0.919– ✓ Combining EfficientNet and Vision Transformers for Video Deepfake Detection davide-coccomini/Combining-EfficientNet-and-Vision-Transformersfor-Video-Deepfake-Detection · davide-coccomini/Combining-EfficientNet-and-Vision-Transformers-for-Video-Deepfake-Detection · davide-coccomini/mintime-multi-identity-size-invariant-timesformer-for-video-deepfake-detection 2021
12 EfficientNetB4 + EfficientNetB4ST + B4Att –0.4640 Video Face Manipulation Detection Through Ensemble of CNNs polimi-ispl/icpr2020dfdc · SuyashSonawane/fakedetector · jhchang/DFDC 2020
1–12 / 12 페이지당 10 20 50 100