VisualWebArena
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Web task automation | VisualWebArena full | SR88.7 | 21 | |
| Web Navigation and Task Automation | VisualWebArena 910 tasks (Full) | Success Rate (%)88.7 | 9 | |
| Web Navigation Success | VisualWebArena | Success Rate19.8 | 9 | |
| Autonomous Web Navigation | VisualWebArena latest (test) | Success Rate (Classifieds)27 | 8 | |
| Web Agent Navigation | VisualWebArena (test) | Success Rate47.9 | 7 | |
| Web browsing agent security and task completion | VisualWebArena OOD tasks | ASR41.2 | 7 | |
| Multimodal Agent Evaluation | VisualWebArena | Pearson r0.76 | 6 | |
| Web navigation | VisualWebArena All Shopping Classifieds Reddit | Success Rate (All)89 | 6 | |
| Visual web navigation / Agent interaction | VisualWebArena | Success Rate0.54 | 5 | |
| GUI grounding | VisualWebArena | Conv Steps16.5 | 5 | |
| Web UI Navigation | VisualWebArena 72 easy tasks 1.0 (test) | ASR78.4 | 5 | |
| Web Navigation | VisualWebArena | Published VWA Success Rate54 | 4 | |
| Agent Safety Evaluation | VisualWebArena | Benign Rate100 | 2 |
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