On GSM8K, adding IM improves or preserves every ESPO, GDPO, and SPG accuracy cell across generation lengths 128, 256, and 512. The highest reported GSM8K accuracy is 86.0% for SPG+IM at length 256.

On GSM8K, adding IM improves or preserves every ESPO, GDPO, and SPG accuracy cell across generation lengths 128, 256, and 512. The highest reported GSM8K accuracy is 86.0% for SPG+IM at length 256. · CiteArk

Measurement results

0/36 assessed

0 supported0 disputed or conflicting36 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
model: LLaDA-8B-Instruct · dataset: GSM8K · generationLengthTokens: 128	68.7%	—	Not assessed
model: LLaDA-8B-Instruct · dataset: GSM8K · generationLengthTokens: 256	76.7%	—	Not assessed
model: LLaDA-8B-Instruct · dataset: GSM8K · generationLengthTokens: 512	78.2%	—	Not assessed
model: D1 · dataset: GSM8K · generationLengthTokens: 128	72.2%	—	Not assessed
model: D1 · dataset: GSM8K · generationLengthTokens: 256	80.6%	—	Not assessed
model: D1 · dataset: GSM8K · generationLengthTokens: 512	81.3%	—	Not assessed
model: WD1 · dataset: GSM8K · generationLengthTokens: 128	74.6%	—	Not assessed
model: WD1 · dataset: GSM8K · generationLengthTokens: 256	80.8%	—	Not assessed
model: WD1 · dataset: GSM8K · generationLengthTokens: 512	83%	—	Not assessed
model: ESPO · dataset: GSM8K · generationLengthTokens: 128	75.3%	—	Not assessed
model: ESPO · dataset: GSM8K · generationLengthTokens: 256	79.9%	—	Not assessed
model: ESPO · dataset: GSM8K · generationLengthTokens: 512	81%	—	Not assessed

On GSM8K, adding IM improves or preserves every ESPO, GDPO, and SPG accuracy cell across generation lengths 128, 256, and 512. The highest reported GSM8K accuracy is 86.0% for SPG+IM at length 256.

Reported and observed measurements

Assessments (0)

Runs (0)

Measurement results