| --- |
| license: mit |
| task_categories: |
| - text-generation |
| language: |
| - en |
| tags: |
| - rl |
| - confidence-estimation |
| - calibration |
| - math |
| - code |
| size_categories: |
| - n<1K |
| configs: |
| - config_name: default |
| data_files: |
| - split: test |
| path: data/test-*.parquet |
| --- |
| |
| # rl-value-eval |
|
|
| Held-out **evaluation set** (774 prompts) for the Block-3 confidence / correctness-estimation |
| comparison. Pairs with [`YangyiYY/rl-value-confidence-train`](https://huggingface.co/datasets/YangyiYY/rl-value-confidence-train) |
| (training) and the nct-ppo actor/critic models. Each row is in the verl RL schema so the shared |
| grader scores it directly. |
|
|
| **Single `test` split** (the former `validation`+`test` splits are merged into one). |
|
|
| ## Composition & subset annotation |
|
|
| Every row carries a fine-grained subset label in both `extra_info.sub_source` and a top-level |
| `sub_source` column: |
|
|
| | data_source | n | `sub_source` = | |
| |---|---|---| |
| | `taco` | 300 | TACO difficulty — EASY / MEDIUM / MEDIUM_HARD / HARD / VERY_HARD | |
| | `codeforces` | 300 | `rating_1300`, `rating_1400` | |
| | `math_box` (numina) | 98 | NuminaMath origin — cn_k12 / synthetic_math / orca_math / olympiads / gsm8k / synthetic_amc / aops_forum / amc_aime / math | |
| | `codecontests` | 76 | `rating_800` … `rating_1200` | |
|
|
| ## Grader / ground_truth |
| |
| `reward_model.ground_truth` is built for the **shared reference grader** (`reference/` in the |
| project repo): math → `{"answer": …}`; code → `input_output` JSON with the **full** hidden test |
| suites (CodeContests public+**private**+**generated**, Codeforces full suite, TACO raw |
| `input_output` incl. call-based `fn_name`), **no per-problem test-case cap**. Correctness = |
| last `\boxed{}` match (math) or all stdio/functional cases pass (code, 6s/case · 60s/problem). |
|
|
| ## Schema |
|
|
| `data_source` · `prompt` (chat messages) · `ability` · `reward_model.ground_truth` · `sub_source` · |
| `extra_info` (`id`, `rating`, `sub_source`). |
|
|
