Web Navigation on WebVoyager 1.0 (test)
62.5AllrecipesMistral 24B distilled student agent
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Mistral 24B distilled student agentParameters=24B, Evaluator=GPT-4o2026.02 | 62.5 | 63.2 | 63.6 | 59.5 | 62.5 | 55 | 47.5 | 70 | 76.7 | 77.1 | 66.7 | 60.5 | 75 | 68.6 | 58.7 | 64.5 | |
| WilburReference=Lutz et al., 20242026.02 | 60 | 43.9 | 60.5 | 51.2 | 22 | 38.6 | 59.1 | 51.1 | 86 | 81 | 0 | 39 | 67.4 | 53.5 | 65.2 | 52.6 | |
| WebVoyagerText-only*Backbone=GPT-4, Input=Accessibility tree, Evaluator=GPT-4V (full trajectory)2024.01 | 57.8 | 43.1 | 36.4 | 50.4 | 63.4 | 2.3 | 38.6 | 24.6 | 66.7 | 45.2 | 7.1 | 62.6 | 75.2 | 31 | 60.2 | 44.3 | |
| WebVoyager GPT-4o*Backbone=GPT-4o, Evaluator=GPT-4V (full trajectory)2024.01 | 56.3 | 53.7 | 56.6 | 60.5 | 57.7 | 43.9 | 44 | 65.1 | 82.2 | 54.8 | 28.6 | 56.9 | 63.6 | 42.6 | 65.2 | 55.5 | |
| WebVoyagerBackbone=GPT-4o, Reference=He et al., 20242026.02 | 56.3 | 53.7 | 56.6 | 60.5 | 57.7 | 43.9 | 44 | 65.1 | 82.2 | 54.8 | 28.6 | 56.9 | 63.6 | 42.6 | 65.2 | 55.5 | |
| WebVoyagerText-onlyBackbone=GPT-4, Input=Accessibility tree, Evaluator=Human expert2024.01 | 55.6 | 31.7 | 34.9 | 32.6 | 61 | 2.3 | 36.4 | 23.8 | 62.8 | 45.2 | 7.1 | 61 | 67.4 | 20.9 | 58.7 | 40.1 | |
| WebVoyagerBackbone=GPT-4V, Evaluator=Human expert2024.01 | 53.3 | 58.5 | 65.1 | 51.2 | 63.4 | 43.2 | 38.6 | 73.8 | 65.1 | 61.9 | 59.5 | 70.7 | 76.7 | 44.2 | 63 | 59.1 | |
| WebVoyager*Backbone=GPT-4V, Evaluator=GPT-4V (full trajectory)2024.01 | 51.1 | 52.9 | 62.8 | 52 | 59.3 | 32.6 | 47 | 57.9 | 71.3 | 60.3 | 51.6 | 64.3 | 77.5 | 55.8 | 60.9 | 57.1 | |
| WebVoyagerBackbone=GPT-4V, Reference=He et al., 20242026.02 | 51.1 | 52.9 | 62.8 | 52 | 59.3 | 32.6 | 47 | 57.9 | 71.3 | 60.3 | 51.6 | 64.3 | 77.5 | 55.8 | 60.9 | 57.1 | |
| WebVoyager Claude*Backbone=Claude-3-Opus, Evaluator=GPT-4V (full trajectory)2024.01 | 45.9 | 58.6 | 58.1 | 55 | 56.9 | 19 | 46.2 | 68.2 | 71.3 | 66.7 | 15.1 | 55.3 | 72.9 | 53.5 | 51.5 | 52.8 | |
| WebVoyagerBackbone=Claude, Reference=He et al., 20242026.02 | 45.9 | 58.6 | 58.1 | 55 | 56.9 | 19 | 46.2 | 68.2 | 71.3 | 66.7 | 15.1 | 55.3 | 72.9 | 53.5 | 51.5 | 52.8 | |
| GPT-4 (All Tools)Backbone=GPT-4, Evaluator=Human expert2024.01 | 11.1 | 17.1 | 44.2 | 14 | 48.8 | 22.7 | 31.8 | 31 | 25.6 | 9.5 | 2.4 | 53.7 | 60.5 | 37.2 | 52.2 | 30.8 |