| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Probability Calibration | HalLoc-Caption (test) | Object ECE0.04 | 12 | |
| Token-level hallucination detection | HalLoc Caption | Object Precision66 | 7 | |
| Token-level hallucination detection | HalLoc Instruct | Object Precision94 | 7 | |
| Token-level hallucination detection | HalLoc VQA | Object Precision61 | 7 | |
| Hallucination Localization | HalLoc (out-of-domain) | Object Score82 | 2 |