Utility on POPE
85.56ScoreNeural Gate
Evaluation results
| Method | Links | |
|---|---|---|
| Neural GateModel=LLaVA2026.03 | 85.56 | |
| DINMModel=LLaVA2026.03 | 85.4 | |
| BaselineModel=LLaVA2026.03 | 85.13 | |
| SKU*Model=LLaVA2026.03 | 85 | |
| MemFlex*Model=LLaVA2026.03 | 84.6 | |
| AlphaEditModel=LLaVA2026.03 | 83.66 | |
| MEMITModel=LLaVA2026.03 | 82.23 | |
| Neural GateModel=MiniGPT2026.03 | 79.46 | |
| DINMModel=MiniGPT2026.03 | 75.76 | |
| BaselineModel=MiniGPT2026.03 | 60.7 | |
| AlphaEditModel=MiniGPT2026.03 | 60.36 | |
| MEMITModel=MiniGPT2026.03 | 57.86 | |
| SKU*Model=MiniGPT2026.03 | 57.36 | |
| MemFlex*Model=MiniGPT2026.03 | 36.23 |