Datasets:

Valen-Team
/

JevalKit_Datasets

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: 10 views across 8 benchmark families.

Dataset / upstream source	Records	Questions	License
VisualDecisionBench	1,696	9,143	Per source dataset
VisualDecisionBench_Image	1,402	2,000	Per source dataset
VisualDecisionBench_Video	294	7,143	Per source dataset
JevBench	231	231	MIT
DecisionIndex	140,178	312,320	Per source dataset
TypedDecisions	400	2,000	Apache-2.0
DecisionBench	23,900	23,900	Source-specific
ProceduralTypedDecisions	18,000	57,016	Apache-2.0
ZhDecisionBench	378	467	CC-BY-4.0
JevAltBench	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

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; 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; no local manifest or conversion is required. Visual media and Decision Index scoring inputs have separate downloads in the usage guide.

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.

JevBench MIT notice

MIT License

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.