GUI Grounding on TPanel-UI
90.9Touch Interaction AccuracyCoG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CoGReasoning steps=Dual-step, Pipeline=Qwen3-VL-32B → Qwen3-VL-32B2025.12 | 90.9 | 78 | 87.9 | |
| CoGReasoning steps=Dual-step, Pipeline=Qwen3-VL-235B → Qwen3-VL-32B2025.12 | 90.9 | 87 | 90 | |
| Qwen3-VL-235BReasoning steps=Single-step2025.12 | 84.7 | 78 | 83.1 | |
| CoGReasoning steps=Dual-step, Pipeline=Qwen3-VL-235B → Qwen3-VL-235B2025.12 | 83.6 | 78 | 84.3 | |
| Qwen3-VL-32BReasoning steps=Single-step2025.12 | 82.2 | 74 | 81.2 | |
| CoGReasoning steps=Dual-step, Pipeline=UI-TARS-1.5-7B → UI-TARS-1.5-7B2025.12 | 64.4 | 54 | 61.9 | |
| UI-TARS-1.5-7BReasoning steps=Single-step2025.12 | 50 | 40 | 47.6 |