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Benchmarks
Deception Detection on Bag-of-Lies (BoL)
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63.46
Accuracy
DecepGPT
43.4712
48.6606
53.85
59.0394
Mar 25, 2026
Accuracy
F1 Score
Updated 2mo ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
DecepGPT
Source=ours, Set.=LoRA...
2026.03
63.46
63.72
LieNet
Source=TCDS’22, Set.=F...
2026.03
59.78
58.14
PECL
Source=ICCV’23, Set.=F...
2026.03
59.51
51.06
GPT-4o
Source=Comm., Set.=ZS,...
2026.03
57.14
56.35
FacialCueNet
Source=AI’23, Set.=Ful...
2026.03
56.23
63.26
VideoLLaMA2
Source=Open, Set.=LoRA...
2026.03
47.65
49.34
SALMONN2
Source=Open, Set.=LoRA...
2026.03
46.82
48.51
Qwen-Omni
Source=Comm., Set.=ZS,...
2026.03
45.27
35.82
Qwen2.5-7B-VL
Source=Open, Set.=LoRA...
2026.03
44.24
41.15
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