| --- |
| 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. |
| |
| ## Sources and terms |
| |
| - https://github.com/RUCAIBox/HaluEval |
| - https://huggingface.co/datasets/PKU-Alignment/PKU-SafeRLHF |
| - https://huggingface.co/datasets/facebook/AbstentionBench |
| - https://huggingface.co/datasets/fancyzhx/ag_news |
|
|
|
|
