Web Navigation on WebArena Lite v2
28.6Average Success RateGPT-4o + ScaleCUA-7B
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GPT-4o + ScaleCUA-7BModel Type=Agent Framework, Planner=GPT-4o, Steps=152026.02 | 28.6 | — | — | — | — | — | |
| GUI-Libra-8BModel Type=Native, Steps=152026.02 | 26.6 | 31.7 | 17.3 | 35.5 | 26.1 | 25 | |
| GUI-Libra-4BModel Type=Native, Steps=152026.02 | 24.4 | 29.2 | 10.6 | 34.2 | 30.1 | 17.9 | |
| ScaleCUA-32BModel Type=Native, Steps=152026.02 | 24 | 34.2 | 10.6 | 26.3 | 16.5 | 33.6 | |
| ScaleCUA-7BModel Type=Native, Steps=152026.02 | 23.9 | 28.3 | 15.4 | 27.6 | 18.8 | 30.7 | |
| UI-TARS-72B-DPOModel Type=Native, Steps=152026.02 | 23.4 | — | — | — | — | — | |
| GPT-4o + UGround-V1-7BModel Type=Agent Framework, Planner=GPT-4o, Steps=152026.02 | 23.2 | — | — | — | — | — | |
| GUI-Libra-7BModel Type=Native, Steps=152026.02 | 22.6 | 25 | 10.6 | 26.3 | 26.1 | 22.9 | |
| GPT-4o + UI-TARS-1.5-7BModel Type=Agent Framework, Planner=GPT-4o, Steps=152026.02 | 22.6 | — | — | — | — | — | |
| UI-TARS-1.5-7BModel Type=Native, Steps=152026.02 | 20.8 | — | — | — | — | — | |
| ScaleCUA-3BModel Type=Native, Steps=152026.02 | 17.2 | 21.7 | 7.7 | 13.2 | 16.5 | 23.6 | |
| GUI-Libra-3BModel Type=Native, Steps=152026.02 | 16.7 | 25.8 | 9.6 | 18.4 | 17.6 | 12.1 | |
| Qwen2.5-VL-72BModel Type=Native, Steps=152026.02 | 15.6 | — | — | — | — | — | |
| Qwen3-VL-8BModel Type=Native, Steps=152026.02 | 15.3 | 15 | 5.8 | 17.1 | 17 | 19.3 | |
| Qwen3-VL-4BModel Type=Native, Steps=152026.02 | 11.9 | 17.5 | 5.8 | 10.5 | 13.1 | 10.7 | |
| InternVL3.5-241B-A28BModel Type=Native, Steps=152026.02 | 11.7 | — | — | — | — | — | |
| Aguvis-72BModel Type=Native, Steps=152026.02 | 5.8 | — | — | — | — | — | |
| Qwen2.5-VL-7BModel Type=Native, Steps=152026.02 | 4.9 | 8.3 | 1 | 2.6 | 7.4 | 2.9 | |
| Qwen2.5-VL-3BModel Type=Native, Steps=152026.02 | 0.8 | 1.7 | 0 | 0 | 1.7 | 0 |