Across five trials, DoCtOR improves initial task success rates by 22% on HotPotQA, 26% on ChartQAPro, and 27% on Mind2Web, and outperforms the reported reflection baselines.

Across five trials, DoCtOR improves initial task success rates by 22% on HotPotQA, 26% on ChartQAPro, and 27% on Mind2Web, and outperforms the reported reflection baselines. · CiteArk

Measurement results

0/3 assessed

0 supported0 disputed or conflicting3 not assessed

The complete result group stays with its claim. Assessed rows come first; their judgments do not replace the whole-claim conclusion. Expand a row for conditions, sources, and evidence history.

Each row is a measurement with its reported value, latest available observation, and cumulative evidence state.
Metric and conditions	Reported	Latest observation	Evidence judgment
trials: 5 · dataset: HotPotQA · metric_scope: task success rate · test_tasks_per_trial: 100	22 percentage_points	—	Not assessed
trials: 5 · dataset: ChartQAPro · metric_scope: task success rate · test_tasks_per_trial: 100	26 percentage_points	—	Not assessed
trials: 5 · dataset: Mind2Web · metric_scope: task success rate · test_tasks_per_trial: 100	27 percentage_points	—	Not assessed

Across five trials, DoCtOR improves initial task success rates by 22% on HotPotQA, 26% on ChartQAPro, and 27% on Mind2Web, and outperforms the reported reflection baselines.

Reported and observed measurements

Assessments (0)

Runs (0)

Measurement results