Visual Question Answering on GAR-Bench-VQA
64.2Overall VQA ScoreGemini-2.5-Pro
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Gemini-2.5-ProThinking mode=true2025.10 | 64.2 | — | 62.3 | 68.8 | 58.6 | 66.7 | — | 64.1 | 64.9 | 70.3 | |
| o3Thinking mode=true2025.10 | 61.3 | — | 58 | 70.3 | 55.2 | 63.9 | — | 54.7 | 49.2 | 71.3 | |
| GAR-8B2025.10 | 59.9 | — | 59.4 | 54.7 | 75.9 | 52.8 | — | 48.4 | 60.7 | 68.3 | |
| GPT-4o2025.10 | 53.5 | — | 34.8 | 65.3 | 48.3 | 52.8 | — | 57.8 | 60.2 | 61.4 | |
| Qwen2.5-VL-72B2025.10 | 52.8 | — | 46.4 | 50 | 65.5 | 33.3 | — | 68.8 | 44.3 | 57.4 | |
| Qwen2.5-VL-32B2025.10 | 50.9 | — | 46.4 | 53.1 | 41.4 | 30.6 | — | 71.9 | 36.1 | 58.4 | |
| GAR-1B2025.10 | 50.6 | — | 55.1 | 46.9 | 69 | 47.2 | — | 21.9 | 62.3 | 56.4 | |
| InternVL3-78B2025.10 | 50.5 | — | 44.9 | 54.7 | 58.6 | 61.1 | — | 53.1 | 47.5 | 45.5 | |
| InternVL3-38B2025.10 | 46.5 | — | 39.1 | 40.6 | 51.7 | 55.6 | — | 60.9 | 36.1 | 47.5 | |
| Qwen2.5-VL-7B2025.10 | 41.7 | — | 39.1 | 40.6 | 44.8 | 27.8 | — | 59.4 | 36.1 | 40.6 | |
| InternVL3-8B2025.10 | 38.9 | — | 36.2 | 37.5 | 58.6 | 41.7 | — | 51.6 | 27.9 | 33.6 | |
| DAM-3B2025.10 | 38.2 | — | 55.1 | 39.1 | 41.4 | 36.1 | — | 31.3 | 36.1 | 31.7 | |
| VP-SPHINX-13B2025.10 | 37.5 | — | 33.3 | 25 | 44.8 | 38.9 | — | 60.9 | 34.3 | 32.7 | |
| InternVL3-2B2025.10 | 35.1 | — | 30.4 | 21.9 | 48.3 | 38.9 | — | 48.4 | 26.2 | 38.6 | |
| Qwen2.5-VL-3B2025.10 | 34.4 | — | 29 | 25 | 34.5 | 30.6 | — | 43.8 | 26.2 | 44.6 | |
| Sa2VA-8B2025.10 | 34.3 | — | 39.1 | 45.3 | 29.6 | 30.6 | — | 54.7 | 21.3 | 21.8 | |
| PAM-3BOfficial checkpoint evaluation=true2025.10 | 2.4 | — | 2.9 | 3.1 | 6.9 | 5.6 | — | 1.6 | 1.6 | 0 |