Proactive Mobile Assistance on ProactiveMobile (test)
69.2Type AccuracyPRPF (Ours)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PRPF (Ours)Parameters=9B2026.06 | 69.2 | 65.15 | 1.75 | |
| Qwen3.5-9B+ProactiveParameters=9B2026.06 | 59.52 | 54.32 | 10.63 | |
| ProactiveMobile (7B)Parameters=7B2026.06 | 56.84 | 26.04 | 8.51 | |
| Claude-Opus-4.72026.06 | 55.91 | 48.69 | 18.81 | |
| GPT-5.52026.06 | 55.09 | 49.02 | 19.24 | |
| o32026.06 | 51.31 | 44.53 | 26.89 | |
| Kimi-K2.52026.06 | 39.5 | 35.56 | 32.51 | |
| MiMo-2.5v2026.06 | 39.08 | 34.54 | 37.06 | |
| Gemini-3.1-Pro2026.06 | 33.97 | 26.75 | 56.6 | |
| GLM-4.6V2026.06 | 29.98 | 20.19 | 67.04 | |
| UI-TARS-7B-DPO+ProactiveParameters=7B2026.06 | 14.17 | 9.9 | 64.67 | |
| TongUI-7BParameters=7B2026.06 | 8.15 | 8.04 | 18.58 | |
| Qwen3.5-9BParameters=9B2026.06 | 8.15 | 5.69 | 77.13 |