Visual Question Answering on VQA v2 (Performance and Efficiency)
81.2VQA ScoreDefault
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DefaultModel=InternVL-Chat2026.03 | 81.2 | 92.5 | 22.5 | 1.42 | |
| AdaptiveEfficientLLMModel=InternVL-Chat2026.03 | 80.8 | 58.2 | 12.8 | 0.85 | |
| EfficientLLM Rec.Model=InternVL-Chat2026.03 | 80.5 | 75.8 | 17.5 | 1.15 | |
| DefaultModel=LLaVA-1.5-7B2026.03 | 78.5 | 85.2 | 18.5 | 1.25 | |
| AdaptiveEfficientLLMModel=LLaVA-1.5-7B2026.03 | 78.2 | 52.8 | 10.8 | 0.72 | |
| EfficientLLM Rec.Model=LLaVA-1.5-7B2026.03 | 77.8 | 68.5 | 14.2 | 0.95 |