Referring Object Classification (ROC)
55.4Box AccuracyVanilla
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VanillaBackbone=LLaVA-1.5-7B2026.01 | 55.4 | 56.2 | 54.7 | 53 | |
| VisionTrimBackbone=LLaVA-1.5-7B2026.01 | 55.1 | 54.8 | 55.2 | 50.5 | |
| VisionZipBackbone=LLaVA-1.5-7B2026.01 | 40.4 | 42.2 | 36.8 | 37.2 |