When the same recipe is retrained separately on passage-grounded AbgCoQA without per-dataset hyperparameter search, CIGAsk 7B reaches F1 0.724, above the 3B variant and all reported prompting and SFT baselines in Table 2.

When the same recipe is retrained separately on passage-grounded AbgCoQA without per-dataset hyperparameter search, CIGAsk 7B reaches F1 0.724, above the 3B variant and all reported prompting and SFT baselines in Table 2. · CiteArk

Measurement results

0/7 assessed

0 supported0 disputed or conflicting7 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 · backbone: Qwen2.5-7B	0.32 score (0-1)	—	Not assessed
method: FATA · backbone: Qwen2.5-7B	0.228 score (0-1)	—	Not assessed
method: ReAct · backbone: Qwen2.5-7B	0.554 score (0-1)	—	Not assessed
method: SFT · backbone: Qwen2.5-3B	0.589 score (0-1)	—	Not assessed
method: SFT · backbone: Qwen2.5-7B	0.638 score (0-1)	—	Not assessed
method: CIGAsk · backbone: Qwen2.5-3B	0.635 score (0-1)	—	Not assessed
method: CIGAsk · backbone: Qwen2.5-7B	0.724 score (0-1)	—	Not assessed

When the same recipe is retrained separately on passage-grounded AbgCoQA without per-dataset hyperparameter search, CIGAsk 7B reaches F1 0.724, above the 3B variant and all reported prompting and SFT baselines in Table 2.

Reported and observed measurements

Assessments (0)

Runs (0)

Measurement results