Datasets:
metadata
language: en
pretty_name: PrimaConsis
configs:
- config_name: axis1
data_files:
- split: calibration
path: axis1/calibration.jsonl
- split: test
path: axis1/test.jsonl
- config_name: axis2
data_files:
- split: calibration
path: axis2/calibration.jsonl
- split: test
path: axis2/test.jsonl
- config_name: axis3
data_files:
- split: calibration
path: axis3/calibration.jsonl
- split: test
path: axis3/test.jsonl
- config_name: axis4
data_files:
- split: calibration
path: axis4/calibration.jsonl
- split: test
path: axis4/test.jsonl
PrimaConsis
Four-axis paired-call consistency benchmark for JEV. Calibration splits are for fitting/selecting calibrators; test splits are evaluation-only. Each record contains a state, labels and the exact request_specs used for paired calls. Do not use test labels for early stopping.
| Axis | Perturbation | Source | Calibration | Test |
|---|---|---|---|---|
| I | Positive/negative questions and Choice | HaluEval dialogue | 6000 | 6000 |
| II | Coarse/medium/fine Choice and Noul | PKU-SafeRLHF | 6000 | 6000 |
| III | Answer selection vs answerability | AbstentionBench source mixture | 5898 | 5837 |
| IV | Raw/described labels and canonical Noul | AG News | 6000 | 6000 |
D1 expands right/hallucinated replies. D2 expands response pairs and maps 12 Fine harms to six paired Medium harms. D3 includes answerable/unanswerable questions with standard/fabricated answer candidates; distractor metadata is retained. D4 fixes class keys and changes only descriptions.