On the ambiguity-heavy AmbigNQ subset, CIGAsk 7B reports EM 0.511, substantially above the prompting and SFT baselines and the CIGAsk 3B variant; it also exceeds the contextual SGP and SGP-Oracle AmbigQA values placed in this column by the paper.

On the ambiguity-heavy AmbigNQ subset, CIGAsk 7B reports EM 0.511, substantially above the prompting and SFT baselines and the CIGAsk 3B variant; it also exceeds the contextual SGP and SGP-Oracle AmbigQA values placed in this column by the paper. · CiteArk

Measurement results

0/9 assessed

0 supported0 disputed or conflicting9 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
method: Direct · dataset: AmbigNQ · backbone: Qwen2.5-7B	0.058 score (0-1)	—	Not assessed
method: FATA · dataset: AmbigNQ · backbone: Qwen2.5-7B	0.076 score (0-1)	—	Not assessed
method: ReAct · dataset: AmbigNQ · backbone: Qwen2.5-7B	0.076 score (0-1)	—	Not assessed
method: SFT · dataset: AmbigNQ · backbone: Qwen2.5-3B	0.056 score (0-1)	—	Not assessed
method: SFT · dataset: AmbigNQ · backbone: Qwen2.5-7B	0.109 score (0-1)	—	Not assessed
method: SGP · status: externally reported anchor · dataset: AmbigQA · backbone: Gemma-2-9B · protocol: 50/50 balanced dev	0.306 score (0-1)	—	Not assessed
method: SGP-Oracle · status: externally reported anchor · dataset: AmbigQA · backbone: Gemma-2-9B · protocol: 50/50 balanced dev · usesGoldAmbiguityLabels: true	0.359 score (0-1)	—	Not assessed
method: CIGAsk · dataset: AmbigNQ · backbone: Qwen2.5-3B	0.271 score (0-1)	—	Not assessed
method: CIGAsk · dataset: AmbigNQ · backbone: Qwen2.5-7B	0.511 score (0-1)	—	Not assessed

On the ambiguity-heavy AmbigNQ subset, CIGAsk 7B reports EM 0.511, substantially above the prompting and SFT baselines and the CIGAsk 3B variant; it also exceeds the contextual SGP and SGP-Oracle AmbigQA values placed in this column by the paper.

Reported and observed measurements

Assessments (0)

Runs (0)

Measurement results