On tau2-bench with GPT-5.4 executor, prompted JITMEM-gpt reports 75.6 micro-average success rate, 3.9 points above the strongest baseline, driven by 72.6 on Telecom; on Airline and Retail, the paper says no memory method improves over no memory beyond variance, and JITMEM remains on par with baselines.

On tau2-bench with GPT-5.4 executor, prompted JITMEM-gpt reports 75.6 micro-average success rate, 3.9 points above the strongest baseline, driven by 72.6 on Telecom; on Airline and Retail, the paper says no memory method improves over no memory beyond variance, and JITMEM remains on par with baselines. · CiteArk

Measurement results

0/35 assessed

0 supported0 disputed or conflicting35 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.
Reported	Latest observation	Evidence judgment
65 percentage points	—	Not assessed
79.8 percentage points	—	Not assessed
50.2 percentage points	—	Not assessed
65 percentage points	—	Not assessed
65 percentage points	—	Not assessed
67 percentage points	—	Not assessed
79.8 percentage points	—	Not assessed
46.5 percentage points	—	Not assessed
64.4 percentage points	—	Not assessed
63.8 percentage points	—	Not assessed
65 percentage points	—	Not assessed
84.6 percentage points	—	Not assessed

Reported and observed measurements

Assessments (0)

Runs (0)

Measurement results