Computer-use on CUA-World
27.6Writer Success RateVISUALSKILL
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| VISUALSKILLSkill Mining Stage=Stage 2 (+ UI explorer), Input Modality=Multimodal2026.06 | 27.6 | 65.6 | 58 | 72.6 | 27.4 | 50.2 | 45.6 | |
| VISUALSKILLSkill Mining Stage=Stage 1 (doc-derived), Input Modality=Multimodal2026.06 | 22.8 | 58.5 | 49.6 | 70.6 | 14.5 | 43.2 | 36.3 | |
| TextSkill Mining Stage=Stage 2 (+ UI explorer), Input Modality=Text-only2026.06 | 22.5 | 62 | 50.9 | 70.8 | 18.5 | 44.9 | 37.3 | |
| TextSkill Mining Stage=Stage 1 (doc-derived), Input Modality=Text-only2026.06 | 15.3 | 60.3 | 50.5 | 71.5 | 12.4 | 42 | 34.4 | |
| No-skill baselineSkill Mining Stage=None2026.06 | 13.5 | 51.2 | 34.5 | 66 | 21 | 37.2 | 30.3 |