Object Hallucination Detection on POPE random
89.1F1 ScoreRSP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RSPModel=InstructBLIP, Prompting Strategy=Selective Prompting (RSP), Routing Mechanism=inverse top-1 confidence, Prompt Text=Be careful.2026.05 | 89.1 | 10 | |
| BaselineModel=InstructBLIP2026.05 | 88.7 | — | |
| Always-onModel=InstructBLIP, Prompting Strategy=Always-on, Prompt Text=Be careful.2026.05 | 87.4 | — | |
| RSPModel=LLaVA-1.5, Routing Layer=L232026.05 | 0.899 | 7 | |
| BaselineModel=LLaVA-1.52026.05 | 0.896 | — | |
| Always-onModel=LLaVA-1.52026.05 | 0.889 | — |