Proactive Mobile Assistance on ProactiveMobile multimodal (test)
40.83Type AccuracyPRPF (Ours)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PRPF (Ours)Parameters=9B2026.06 | 40.83 | 17.19 | 17.99 | |
| GPT-5.52026.06 | 40.34 | 18.4 | 33.48 | |
| o32026.06 | 39.63 | 17.25 | 41.45 | |
| Qwen3.5-9B+ProactiveParameters=9B2026.06 | 39.52 | 14.85 | 18.54 | |
| Claude-Opus-4.72026.06 | 37.23 | 15.83 | 41.03 | |
| GLM-4.6V2026.06 | 36.25 | 11.74 | 74.45 | |
| ProactiveMobile (7B)Parameters=7B2026.06 | 33.68 | 15.61 | 23.91 | |
| MiMo-2.5v2026.06 | 32.1 | 11.63 | 39.45 | |
| UI-TARS-7B-DPO+ProactiveParameters=7B2026.06 | 30.9 | 8.52 | 63.13 | |
| Kimi-K2.52026.06 | 25.33 | 9.33 | 30.02 | |
| Gemini-3.1-Pro2026.06 | 18.94 | 9.33 | 76.47 | |
| Qwen3.5-9BParameters=9B2026.06 | 8.3 | 2.95 | 71.52 | |
| TongUI-7BParameters=7B2026.06 | 1.75 | 0.33 | 15.79 |