| license: apache-2.0 | |
| dataset_info: | |
| features: | |
| - name: qid | |
| dtype: string | |
| - name: turn | |
| dtype: int64 | |
| - name: dataset | |
| dtype: string | |
| - name: model_a | |
| dtype: string | |
| - name: model_b | |
| dtype: string | |
| - name: winner | |
| dtype: string | |
| - name: model_a_conv | |
| list: | |
| - name: content | |
| dtype: string | |
| - name: role | |
| dtype: string | |
| - name: model_b_conv | |
| list: | |
| - name: content | |
| dtype: string | |
| - name: role | |
| dtype: string | |
| - name: question | |
| dtype: string | |
| - name: model_a_response | |
| dtype: string | |
| - name: model_b_response | |
| dtype: string | |
| - name: ref_answer | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 6327892 | |
| num_examples: 604 | |
| download_size: 4337295 | |
| dataset_size: 6327892 | |
| configs: | |
| - config_name: default | |
| data_files: | |
| - split: train | |
| path: data/train-* | |
| # VERDICTS: Pairwise | |
| Human-labeled pairwise comparisons of model responses for evaluating LLM-as-a-judge. Each row pits two models on a question from [BFF-Bench](https://huggingface.co/datasets/kensho/BFFBench) (`bffbench`) or [(C)MT-Bench](https://huggingface.co/datasets/kensho/CMTBench) (`mtbmr`), with `winner` derived from human labels. Pointwise labels: [`kensho/VERDICTS`](https://huggingface.co/datasets/kensho/VERDICTS). | |
| ## Citation | |
| ```bibtex | |
| @misc{krumdick2026freelabelslimitationsllmasajudge, | |
| title={No Free Labels: Limitations of LLM-as-a-Judge Without Human Grounding}, | |
| author={Michael Krumdick and Charles Lovering and Varshini Reddy and Seth Ebner and Chris Tanner}, | |
| year={2026}, | |
| eprint={2503.05061}, | |
| archivePrefix={arXiv}, | |
| primaryClass={cs.CL}, | |
| url={https://arxiv.org/abs/2503.05061}, | |
| } | |
| ``` | |