VideoHallucer
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Video Hallucination Evaluation | VideoHallucer | Overall Score82.36 | 35 | |
| Video Hallucination Assessment | VideoHallucer | Accuracy53.3 | 14 | |
| Video Question Answering | VideoHallucer | Basic Score88.3 | 13 | |
| Hallucination Diagnosis | VideoHallucer | Object-Relation Basic Accuracy95.5 | 12 | |
| Video Hallucination Evaluation | VideoHallucer Hallucinated | Object Relation Accuracy85.5 | 10 | |
| Hallucination Evaluation | VideoHallucer 30 | Object-Relation46.5 | 5 | |
| Hallucination Detection | VideoHallucer 31 | Accuracy75.4 | 4 | |
| Hallucination Detection | VideoHallucer Object-Relation, Temporal, Semantic Detail, Factual, Non-factual | Object-Relation Accuracy52.5 | 2 |
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