| --- |
| pretty_name: JevalKit Datasets |
| license: other |
| license_name: upstream-dataset-specific-licenses |
| license_link: https://huggingface.co/datasets/Valen-Team/JevalKit_Datasets/blob/main/README.md#sources-and-licenses |
| language: [en, zh, de, tr] |
| tags: [jev, decision-making, benchmark, evaluation, jevalkit] |
| configs: |
| - config_name: VisualDecisionBench |
| data_files: [{split: test, path: datasets/VisualDecisionBench.tsv}] |
| sep: "\t" |
| keep_default_na: false |
| - config_name: VisualDecisionBench_Image |
| data_files: [{split: test, path: datasets/VisualDecisionBench_Image.tsv}] |
| sep: "\t" |
| keep_default_na: false |
| - config_name: VisualDecisionBench_Video |
| data_files: [{split: test, path: datasets/VisualDecisionBench_Video.tsv}] |
| sep: "\t" |
| keep_default_na: false |
| - config_name: JevBench |
| data_files: [{split: test, path: datasets/JevBench.tsv}] |
| sep: "\t" |
| keep_default_na: false |
| default: true |
| - config_name: DecisionIndex |
| data_files: [{split: test, path: datasets/DecisionIndex.tsv}] |
| sep: "\t" |
| keep_default_na: false |
| - config_name: TypedDecisions |
| data_files: [{split: test, path: datasets/TypedDecisions.tsv}] |
| sep: "\t" |
| keep_default_na: false |
| - config_name: DecisionBench |
| data_files: [{split: test, path: datasets/DecisionBench.tsv}] |
| sep: "\t" |
| keep_default_na: false |
| - config_name: ProceduralTypedDecisions |
| data_files: [{split: test, path: datasets/ProceduralTypedDecisions.tsv}] |
| sep: "\t" |
| keep_default_na: false |
| - config_name: ZhDecisionBench |
| data_files: [{split: test, path: datasets/ZhDecisionBench.tsv}] |
| sep: "\t" |
| keep_default_na: false |
| - config_name: JevAltBench |
| data_files: [{split: test, path: datasets/JevAltBench.tsv}] |
| sep: "\t" |
| keep_default_na: false |
| --- |
| |
| # JevalKit Datasets |
|
|
| TSV evaluation datasets for [JevalKit](https://github.com/Liuziyu77/JevalKit): **10 views across 8 benchmark families**. |
|
|
| | Dataset / upstream source | Records | Questions | License | |
| |---|---:|---:|---| |
| | [VisualDecisionBench](https://huggingface.co/datasets/Valen-Team/VisualDecisionBench) | 1,696 | 9,143 | Per source dataset | |
| | [VisualDecisionBench_Image](https://huggingface.co/datasets/Valen-Team/VisualDecisionBench) | 1,402 | 2,000 | Per source dataset | |
| | [VisualDecisionBench_Video](https://huggingface.co/datasets/Valen-Team/VisualDecisionBench) | 294 | 7,143 | Per source dataset | |
| | [JevBench](https://github.com/fstandhartinger/jevbench) | 231 | 231 | MIT | |
| | [DecisionIndex](https://github.com/apolinario/decision-index) | 140,178 | 312,320 | Per source dataset | |
| | [TypedDecisions](https://huggingface.co/datasets/LocalLLaMA/typed-decisions) | 400 | 2,000 | Apache-2.0 | |
| | [DecisionBench](https://huggingface.co/datasets/Hanno-Labs/decision-bench) | 23,900 | 23,900 | Source-specific | |
| | [ProceduralTypedDecisions](https://huggingface.co/datasets/tasksource/procedural-typed-decisions) | 18,000 | 57,016 | Apache-2.0 | |
| | [ZhDecisionBench](https://huggingface.co/datasets/CodyQin/zh-decision-bench) | 378 | 467 | CC-BY-4.0 | |
| | [JevAltBench](https://huggingface.co/datasets/mertkayacs/jevalt-bench) | 3,116 | 8,434 | Per-record licenses | |
|
|
| `VisualDecisionBench` combines the Image and Video views; these files overlap. All configurations expose a `test` evaluation split. |
|
|
| ## Usage |
|
|
| ```python |
| import json |
| from datasets import load_dataset |
| |
| data = load_dataset("Valen-Team/JevalKit_Datasets", "JevBench", split="test") |
| request = json.loads(data[0]["request"]) |
| targets = json.loads(data[0]["targets"]) |
| ``` |
|
|
| Columns: `index`, `request`, `targets`, `meta`, `assets`. The last four contain JSON strings; each row holds one shared state and its questions. |
|
|
| Visual media are available from [VisualDecisionBench](https://huggingface.co/datasets/Valen-Team/VisualDecisionBench); asset paths remain in the TSVs. |
|
|
| Download the ready-to-use TSVs with `hf download Valen-Team/JevalKit_Datasets --repo-type dataset --include "datasets/*.tsv" --local-dir "$JEVALKIT_DATA_ROOT"`. JevalKit reads pinned sources, protocols and checksums from the manifests bundled in its [benchmark directories](https://github.com/Valen-Team/JevalKit/tree/main/jevalkit/datasets); no local manifest or conversion is required. Visual media and Decision Index scoring inputs have separate downloads in the [usage guide](https://github.com/Valen-Team/JevalKit/blob/main/docs/quickstart.md#download-data). |
|
|
| ## Sources and licenses |
|
|
| Dataset names above link to their upstream sources. Each dataset retains its original terms and attribution; record-level provenance remains in `meta`. ZhDecisionBench credits Amazon MASSIVE and CodyQin under [CC-BY-4.0](https://creativecommons.org/licenses/by/4.0/). |
|
|
| <details> |
| <summary>JevBench MIT notice</summary> |
|
|
| MIT License |
|
|
| Copyright (c) 2026 Florian Standhartinger and contributors |
|
|
| Permission is hereby granted, free of charge, to any person obtaining a copy |
| of this software and associated documentation files (the "Software"), to deal |
| in the Software without restriction, including without limitation the rights |
| to use, copy, modify, merge, publish, distribute, sublicense, and/or sell |
| copies of the Software, and to permit persons to whom the Software is |
| furnished to do so, subject to the following conditions: |
|
|
| The above copyright notice and this permission notice shall be included in all |
| copies or substantial portions of the Software. |
|
|
| THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| SOFTWARE. |
|
|
| </details> |
|
|
