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SOTA AI-generated Video Detection benchmarks and papers with code | Wizwand
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AI-generated Video Detection
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
EA-Video seen (evaluation)
EA-Swin
Accuracy
99.1
88
4mo ago
GenBuster
D3
Recall
100
45
1mo ago
GenVideo
SPLIT
HotShot Score
100
43
18d ago
VideoPhy 1.0 (test)
CMTA
CVX Score
96.93
42
2mo ago
EvalCrafter
NPR
Floor33 Score
99.77
42
2mo ago
VidProM
DeMamba
AUC (MS)
99.24
42
2mo ago
CoCoVideo (test)
3D ResNeXt
Jimeng Score
97.33
28
1mo ago
EvalCrafter 14 subsets (test)
NPR
Floor33 Score
99.77
28
2mo ago
VideoPhy
CMTA
CVX AUC
94.28
28
2mo ago
GenVideo Morph Studio
NSG-VD
Accuracy
98.33
27
1mo ago
GenVidBench matched 27k
Single-feature (ntotal, clip length)
Audited LOGO OOD (AUC)
100
25
24d ago
EA-Video (test)
EA-Swin
Accuracy
98.3
24
4mo ago
GenVideo (test)
CMTA
Mean Score
98.74
23
2mo ago
GenVideo Wild Scrape
CAM-VFD
Accuracy
92.3
22
1mo ago
GenVideo Lavie
Skyra-RL-GenVideo
ACC
94.32
22
1mo ago
GenVideo Gen2
DeMamba
Accuracy
97.2
22
1mo ago
GenVideo Show1
CAM-VFD
ACC
95.1
22
1mo ago
GenVidBench 1.0 (test)
NAMP + Timesformer
MuseV Score
98.05
18
1mo ago
GenVideo Moon Valley
NPR
Accuracy
98.2
17
1mo ago
GenVideo ModelScope
NSG-VD
Accuracy
98.33
17
1mo ago
GenVideo SEINE training configuration 1.0 (test)
ReStraV
Model Scope Score
98.59
16
2mo ago
Our Dataset HunyuanVideo
VidGuard-R1 (GRPO-Q)
Top-1 Accuracy
86.17
16
4mo ago
Our Dataset CogVideoX
VidGuard-R1 (GRPO-Q)
Top-1 Accuracy
84.32
16
4mo ago
Magic Videos (test)
X-CLIP-L/14
Wan 2.1
99.62
14
3mo ago
Movie Gen (val)
CLIP ViT-L/14
AP
99.95
14
3mo ago
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