Proactive Mobile Assistance on ProactiveMobile ALL (test)
55Type AccuracyPRPF (Ours)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PRPF (Ours)Parameters=9B2026.06 | 55 | 41.15 | 7.21 | |
| Qwen3.5-9B+ProactiveParameters=9B2026.06 | 49.51 | 34.56 | 13.49 | |
| GPT-5.52026.06 | 47.71 | 33.69 | 23.84 | |
| Claude-Opus-4.72026.06 | 46.56 | 32.24 | 26.11 | |
| o32026.06 | 45.46 | 30.87 | 31.61 | |
| ProactiveMobile (7B)Parameters=7B2026.06 | 45.25 | 20.82 | 13.76 | |
| MiMo-2.5v2026.06 | 35.58 | 23.07 | 37.87 | |
| GLM-4.6V2026.06 | 33.12 | 15.96 | 69.33 | |
| Kimi-K2.52026.06 | 32.4 | 22.43 | 31.64 | |
| Gemini-3.1-Pro2026.06 | 26.45 | 18.03 | 61.11 | |
| UI-TARS-7B-DPO+ProactiveParameters=7B2026.06 | 22.54 | 9.21 | 63.84 | |
| Qwen3.5-9BParameters=9B2026.06 | 8.22 | 4.32 | 75.3 | |
| TongUI-7BParameters=7B2026.06 | 4.95 | 4.18 | 18.1 |