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Benchmarks
Deception Detection on DOLOs
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73.23
Accuracy
DecepGPT
45.0148
52.3399
59.665
66.9901
Mar 25, 2026
Accuracy
F1 Score
Updated 2mo ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
DecepGPT
Source=ours, Set.=LoRA...
2026.03
73.23
76.13
AFFAKT
Source=AAAI’25, Set.=F...
2026.03
68.1
70.73
GPT-4o
Source=Comm., Set.=ZS,...
2026.03
66.38
64.21
PECL
Source=ICCV’23, Set.=F...
2026.03
64.75
71.2
FacialCueNet
Source=AI’23, Set.=Ful...
2026.03
60.98
68.65
LieNet
Source=TCDS’22, Set.=F...
2026.03
56.5
69.72
VideoLLaMA2
Source=Open, Set.=LoRA...
2026.03
53.48
56.12
SALMONN2
Source=Open, Set.=LoRA...
2026.03
52.63
55.44
Qwen-Omni
Source=Comm., Set.=ZS,...
2026.03
51.72
49.56
Qwen2.5-7B-VL
Source=Open, Set.=LoRA...
2026.03
46.1
52.37
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