Visual Question Answering on OKVQA (OKVQA, Hscore, Avg)
60.2OKVQA ScoreCGM†
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CGM†Backbone=LLaVA-1.5-7B, Target Task=OKVQA2026.06 | 60.2 | 62.8 | 65 | |
| CGMBackbone=LLaVA-1.5-7B, Target Task=OKVQA2026.06 | 59.8 | 61.9 | 63.7 | |
| Fine-tuned ModelBackbone=LLaVA-1.5-7B, Target Task=OKVQA2026.06 | 58 | 53.9 | 51.2 | |
| TailorBackbone=LLaVA-1.5-7B, Target Task=OKVQA2026.06 | 57.6 | 59.6 | 61.2 | |
| GraftingBackbone=LLaVA-1.5-7B, Target Task=OKVQA2026.06 | 57.1 | 59.5 | 61.5 | |
| MagnitudeBackbone=LLaVA-1.5-7B, Target Task=OKVQA2026.06 | 54.5 | 54.9 | 55.1 | |
| WandaBackbone=LLaVA-1.5-7B, Target Task=OKVQA2026.06 | 53.9 | 53.1 | 52.4 | |
| Pre-trained ModelBackbone=LLaVA-1.5-7B, Target Task=OKVQA2026.06 | 52.8 | 58.7 | 64.6 | |
| DAREBackbone=LLaVA-1.5-7B, Target Task=OKVQA2026.06 | 51.2 | 51.1 | 51 |