Video Hallucination Evaluation on ModeVent (Inliers)
4.8Fidelity (F)SelfCheckGPT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SelfCheckGPTError Category=Information Sparsity2026.06 | 4.8 | 1.16 | 5.96 | |
| SelfCheckGPTError Category=Metadata Redundancy2026.06 | 3.99 | 2.31 | 6.29 | |
| MODE-RAGError Category=Metadata Redundancy2026.06 | 3.8 | 2.02 | 5.82 | |
| Self-RAGError Category=Out-of-Domain Irrelevance2026.06 | 3.55 | 2.21 | 5.76 | |
| MODE-RAGError Category=Majority Text Bias2026.06 | 3.4 | 2.83 | 6.23 | |
| MODE-RAGError Category=Out-of-Domain Irrelevance2026.06 | 3.31 | 1.94 | 5.25 | |
| Self-RAGError Category=Scene Misalignment2026.06 | 3.29 | 2.26 | 5.55 | |
| Self-RAGError Category=Majority Text Bias2026.06 | 3.21 | 2.38 | 5.59 | |
| MODE-RAGError Category=Information Sparsity2026.06 | 3.14 | 1.71 | 4.86 | |
| MODE-RAGError Category=Average2026.06 | 3.07 | 1.84 | 4.91 | |
| WoodpeckerError Category=Majority Text Bias2026.06 | 3.02 | 2.35 | 5.37 | |
| Self-RAGError Category=Metadata Redundancy2026.06 | 3.01 | 2.03 | 5.04 | |
| WoodpeckerError Category=Out-of-Domain Irrelevance2026.06 | 3.01 | 2.06 | 5.07 | |
| Self-RAGError Category=Average2026.06 | 2.98 | 1.8 | 4.78 | |
| Self-RAGError Category=Information Sparsity2026.06 | 2.95 | 1.1 | 4.05 | |
| BaselineError Category=Metadata Redundancy2026.06 | 2.94 | 2.32 | 5.26 | |
| MODE-RAGError Category=Scene Misalignment2026.06 | 2.89 | 1.9 | 4.79 | |
| BaselineError Category=Out-of-Domain Irrelevance2026.06 | 2.86 | 2.19 | 5.05 | |
| BaselineError Category=Majority Text Bias2026.06 | 2.83 | 2.98 | 5.82 | |
| Self-RAGError Category=Causal Imposition2026.06 | 2.76 | 1.63 | 4.39 | |
| MODE-RAGError Category=Causal Imposition2026.06 | 2.64 | 1.39 | 4.03 | |
| WoodpeckerError Category=Scene Misalignment2026.06 | 2.62 | 1.94 | 4.56 | |
| BaselineError Category=Scene Misalignment2026.06 | 2.56 | 2.13 | 4.69 | |
| WoodpeckerError Category=Average2026.06 | 2.45 | 1.75 | 4.21 | |
| MODE-RAGError Category=Attribute Hijacking2026.06 | 2.4 | 1.26 | 3.66 | |
| BaselineError Category=Average2026.06 | 2.37 | 1.94 | 4.31 | |
| WoodpeckerError Category=Metadata Redundancy2026.06 | 2.35 | 1.71 | 4.06 | |
| BaselineError Category=Information Sparsity2026.06 | 2.32 | 1.61 | 3.92 | |
| WoodpeckerError Category=Causal Imposition2026.06 | 2.25 | 1.76 | 4.01 | |
| Self-RAGError Category=Attribute Hijacking2026.06 | 2.23 | 1.29 | 3.52 | |
| WoodpeckerError Category=Information Sparsity2026.06 | 2.2 | 1.3 | 3.51 | |
| SelfCheckGPTError Category=Average2026.06 | 2.2 | 0.8 | 3 | |
| WoodpeckerError Category=Attribute Hijacking2026.06 | 1.9 | 1.36 | 3.26 | |
| BaselineError Category=Causal Imposition2026.06 | 1.82 | 1.78 | 3.6 | |
| SelfCheckGPTError Category=Majority Text Bias2026.06 | 1.61 | 1.2 | 2.8 | |
| BaselineError Category=Attribute Hijacking2026.06 | 1.45 | 0.85 | 2.3 | |
| SelfCheckGPTError Category=Out-of-Domain Irrelevance2026.06 | 1.34 | 0.23 | 1.56 | |
| SelfCheckGPTError Category=Attribute Hijacking2026.06 | 1.1 | 0.22 | 1.32 | |
| SelfCheckGPTError Category=Causal Imposition2026.06 | 1.07 | 0.45 | 1.52 | |
| SelfCheckGPTError Category=Scene Misalignment2026.06 | 1.05 | 0.02 | 1.06 |