Datasetpublic

apodex/FrontierChallenge

FrontierChallenge FrontierChallenge provides 97 scientific workflow tasks with plaintext English instructions, inputs, Harbor definitions, domain labels, and the redistributable open runtime image. Path Contents manifest.jsonl Dataset Viewer rows with task ID, taxonomy, difficulty, runtime, and instruction tasks/<task-id>/ instruction.md, task metadata, environment definition, and agent-visible inputs images/ Verified linux/amd64 Docker archive for the 81… See the full description on the dataset page: https://huggingface.co/datasets/apodex/FrontierChallenge.

sourceHugging Facecc-by-4.0updated 3d agoView on Hugging Face

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roottaskstask_057_tunel_dapi_image_ratioenvironmentdataREADME.md

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1# Data2 3六张 RGB JPEG 荧光显微镜图像，C/E 两组各三个生物学重复；无缺失文件。4 5## Files6 7| File | Group | Biological replicate | Resolution | Mode |8|---|---|---:|---:|---|9| `C1.jpeg` | C | 1 | 2880×1642 | RGB, 8-bit/channel |10| `C2.jpeg` | C | 2 | 2880×1642 | RGB, 8-bit/channel |11| `C3.jpeg` | C | 3 | 2880×1642 | RGB, 8-bit/channel |12| `E1.jpeg` | E | 1 | 2880×1642 | RGB, 8-bit/channel |13| `E2.jpeg` | E | 2 | 2880×1642 | RGB, 8-bit/channel |14| `E3.jpeg` | E | 3 | 2880×1642 | RGB, 8-bit/channel |15 16文件名去除扩展名后得到稳定样本键 `Sample`；首字母给出 `Group`。所有图像通道取值范围为 0–255。17 18## Sensitivity19 20数据属性：所有数据为细胞生物学实验的公开性基础数据，包含荧光图像与量化结果，无个人信息（如研究者 ID）、商业机密（如未公开试剂配方）或隐私数据。21使用限制：数据仅用于 TUNEL/DAPI 荧光强度分析任务，不得用于其他实验验证或学术发表（需标注 “实验教学用数据”）。22风险等级：低敏感性。数据已去除原始实验编号、仪器参数等敏感上下文，仅保留分析必需的分组与重复信息，不存在数据泄露或滥用风险。23