WebOperator-Experiments

WebArena-lite ablation study (gpt-4o): trajectory viewers

Open a task’s trajectory at

https://mahirlabibdihan.github.io/WebOperator-Experiments/webarena-lite/ablations/<row>/tasks/task_<id>/trajectory.html

For example, task 58 of the full system: https://mahirlabibdihan.github.io/WebOperator-Experiments/webarena-lite/ablations/12-snapshot-validated-backtracking/tasks/task_58/trajectory.html

Row Ablation <row> SR (%)
1 Base ReAct Agent 01-base-react 47.74
2 + Dynamic Action Space 02-dynamic-action-space 49.03
3 + Action Validation 03-action-validation 53.55
4 + Multi-Action 04-multi-action 52.90
5 + Action Merging 05-action-merging 54.19
6 + Context Variation 06-context-variation 54.84
7 + Naive Tree Search 07-naive-tree-search 51.61
8 + Checkpoints* (derived from row 7) 51.61
9 + Re-rooting 09-re-rooting 51.61
10 + Destructive-Action Deferral* (derived from row 11) 56.77
11 + Terminating-Action Handling 11-terminating-action-handling 58.71
12 + Snapshot-Validated Backtracking 12-snapshot-validated-backtracking 60.00

*Rows 8 and 10 are derived offline from existing runs and have no trajectories of their own.

Run data, full result tables and the analysis scripts: https://huggingface.co/datasets/mahirlabibdihan/weboperator-experiments/tree/main/webarena-lite