Agentic Multimodal Tool-use on RealX-Bench
70Average ScoreHuman
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| HumanText Search=true, Image Search=true2025.11 | 70 | 69.5 | 63.5 | 62.1 | 51.4 | |
| Gemini 2.5 ProText Search=true, Image Search=true2025.11 | 46 | 41.5 | 33.7 | 43.6 | 27.8 | |
| Gemini 2.5 ProText Search=false, Image Search=true2025.11 | 45 | 37.8 | 33.2 | 43.1 | 25 | |
| Gemini 2.5 ProText Search=true, Image Search=false2025.11 | 41.7 | 39 | 28.7 | 38.4 | 23.6 | |
| o3Text Search=false, Image Search=true2025.11 | 41.3 | 37.8 | 28.1 | 40.3 | 22.2 | |
| o3Text Search=true, Image Search=false2025.11 | 41 | 34.8 | 28.7 | 37.9 | 19.4 | |
| Gemini 2.5 ProText Search=false, Image Search=false2025.11 | 39.3 | 34.8 | 24.2 | 36 | 16.7 | |
| o3Text Search=true, Image Search=true2025.11 | 39.3 | 38.4 | 25.3 | 37 | 20.8 | |
| GPT4oText Search=true, Image Search=true2025.11 | 38.7 | 30.5 | 27.5 | 36.5 | 15.3 | |
| GPT4oText Search=false, Image Search=true2025.11 | 36.3 | 29.3 | 25.8 | 36.5 | 16.7 | |
| o3Text Search=false, Image Search=false2025.11 | 35 | 31.7 | 23 | 30.8 | 11.1 | |
| GPT4oText Search=false, Image Search=false2025.11 | 32.3 | 29.9 | 22.5 | 29.4 | 16.7 | |
| GPT4oText Search=true, Image Search=false2025.11 | 32 | 29.3 | 23 | 29.4 | 16.7 | |
| Qwen2.5-VL-32BText Search=true, Image Search=true2025.11 | 32 | 27.4 | 29.2 | 31.8 | 23.6 | |
| Qwen2.5-VL-72BText Search=true, Image Search=true2025.11 | 31 | 35.4 | 25.8 | 25.6 | 23.6 | |
| Qwen2.5-VL-32BText Search=false, Image Search=true2025.11 | 30.7 | 27.4 | 23 | 26.1 | 15.3 | |
| DeepEyesV2Text Search=true, Image Search=true2025.11 | 28.3 | 19.5 | 22.5 | 28.9 | 18.1 | |
| Qwen2.5-VL-72BText Search=false, Image Search=true2025.11 | 28 | 28.7 | 20.2 | 20.4 | 15.3 | |
| Qwen2.5-VL-72BText Search=true, Image Search=false2025.11 | 26.3 | 28.7 | 19.7 | 20.4 | 16.7 | |
| Qwen2.5-VL-32BText Search=true, Image Search=false2025.11 | 25.7 | 25.6 | 20.2 | 19 | 16.7 | |
| Qwen2.5-VL-72BText Search=false, Image Search=false2025.11 | 25.3 | 23.1 | 17.4 | 17.5 | 9.7 | |
| Qwen2.5-VL-32BText Search=false, Image Search=false2025.11 | 25 | 21.3 | 19.7 | 19.9 | 12.5 | |
| Qwen2.5-VL-7BText Search=true, Image Search=true2025.11 | 22.3 | 17.1 | 16.3 | 19.9 | 9.7 | |
| Qwen2.5-VL-7BText Search=true, Image Search=false2025.11 | 21.7 | 17.7 | 15.7 | 18.5 | 7.6 | |
| ThymeText Search=false, Image Search=false2025.11 | 21 | 18.3 | 14.6 | 12.8 | 4.2 | |
| Qwen2.5-VL-7BText Search=false, Image Search=true2025.11 | 19.7 | 16.6 | 14.4 | 15.9 | 8.3 | |
| DeepEyesText Search=false, Image Search=false2025.11 | 19 | 19.5 | 14.6 | 12.8 | 9.7 | |
| Qwen2.5-VL-7BText Search=false, Image Search=false2025.11 | 17 | 15.9 | 13.5 | 12.3 | 6.9 |