On ALFWorld, a curator trained with Qwen3-8B and transferred to GPT-5.4 reaches 86.7 success rate, 1.4 points below a curator trained directly with GPT-5.4; with Qwen3-8B test executor the same training raises success from 60.5 to 77.4.

On ALFWorld, a curator trained with Qwen3-8B and transferred to GPT-5.4 reaches 86.7 success rate, 1.4 points below a curator trained directly with GPT-5.4; with Qwen3-8B test executor the same training raises success from 60.5 to 77.4. · CiteArk

Measurement results

0/6 assessed

0 supported0 disputed or conflicting6 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
60.5 percentage points	—	Not assessed
79.3 percentage points	—	Not assessed
77.4 percentage points	—	Not assessed
86.7 percentage points	—	Not assessed
88.1 percentage points	—	Not assessed
1.4 percentage points	—	Not assessed

On ALFWorld, a curator trained with Qwen3-8B and transferred to GPT-5.4 reaches 86.7 success rate, 1.4 points below a curator trained directly with GPT-5.4; with Qwen3-8B test executor the same training raises success from 60.5 to 77.4.

Reported and observed measurements

Assessments (0)

Runs (0)

Measurement results