Web Navigation and Task Completion on WebVoyager Live Websites
38.7Success Rate (All Rec)DynaWeb-8B
Evaluation Results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DynaWeb-8BBackbone=8B2026.01 | 38.7 | 43.8 | 34.2 | 45.7 | 39.8 | 61.6 | 38.3 | 19.8 | 11.2 | 49.5 | 9.2 | 22.6 | 45.4 | |
| WebRL2026.01 | 32.6 | 20.9 | 27.3 | 50.4 | 29.7 | 57.5 | 36.6 | 19.8 | 18.4 | 40.6 | 2.7 | 20.1 | 43.7 | |
| GPT-4o2026.01 | 31.1 | 25.8 | 29.7 | 27.9 | 32.6 | 41.9 | 35.3 | 27.3 | 26.4 | 33.5 | 5.3 | 19.4 | 37.1 | |
| Go-Browse2026.01 | 30.4 | 24.1 | 26.1 | 41.8 | 31 | 54.9 | 35.9 | 17.6 | 16.2 | 42.1 | 1.8 | 18.7 | 41.2 | |
| NNetNav2026.01 | 28.9 | 24.5 | 25.2 | 40.1 | 32.2 | 56.8 | 35.8 | 15.6 | 14.1 | 44.4 | 0 | 12.9 | 39.4 | |
| ITL2026.01 | 25.6 | 28.7 | 30.6 | 43.7 | 25.1 | 39 | 35.8 | 15.4 | 15 | 46.5 | 0 | 1.6 | 18.8 | |
| Llama3.1-8B-Instruct+CoTBackbone=Llama3.1-8B-Instruct, CoT=true2026.01 | 2.4 | 2.5 | 0 | 9.5 | 7.6 | 11.8 | 0 | 0 | 1.2 | 4.3 | 0 | 2.1 | 5.2 |