Dataset Viewer
The dataset viewer is not available for this subset.
Cannot get the split names for the config 'default' of the dataset.
Exception: SplitsNotFoundError
Message: The split names could not be parsed from the dataset config.
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 286, in get_dataset_config_info
for split_generator in builder._split_generators(
~~~~~~~~~~~~~~~~~~~~~~~~~^
StreamingDownloadManager(base_path=builder.base_path, download_config=download_config)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/webdataset/webdataset.py", line 81, in _split_generators
first_examples = list(islice(pipeline, self.NUM_EXAMPLES_FOR_FEATURES_INFERENCE))
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/webdataset/webdataset.py", line 32, in _get_pipeline_from_tar
fs: fsspec.AbstractFileSystem = fsspec.filesystem("memory")
~~~~~~~~~~~~~~~~~^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/fsspec/registry.py", line 302, in filesystem
cls = get_filesystem_class(protocol)
File "/usr/local/lib/python3.14/site-packages/fsspec/registry.py", line 239, in get_filesystem_class
raise ValueError(f"Protocol not known: {protocol}")
ValueError: Protocol not known: memory
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/split_names.py", line 71, in compute_split_names_from_streaming_response
for split in get_dataset_split_names(
~~~~~~~~~~~~~~~~~~~~~~~^
path=dataset,
^^^^^^^^^^^^^
config_name=config,
^^^^^^^^^^^^^^^^^^^
token=hf_token,
^^^^^^^^^^^^^^^
)
^
File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 340, in get_dataset_split_names
info = get_dataset_config_info(
path,
...<6 lines>...
**config_kwargs,
)
File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 291, in get_dataset_config_info
raise SplitsNotFoundError("The split names could not be parsed from the dataset config.") from err
datasets.inspect.SplitsNotFoundError: The split names could not be parsed from the dataset config.Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
滤光片质检项目 · 实验产物备份（公开卷）
RunPod 工作区备份的两个大卷，因私有配额限制存放于此。不含会话记录与凭据（已扫描确认）。
📚 完整文档
| 文件 | 内容 |
|---|---|
docs/INDEX.md |
项目总索引：四个仓库怎么选、三个核心结论、数据一览 |
docs/REPRODUCE.md |
完整复现指南：环境、数据准备、逐个实验的命令与预期数字 |
docs/FILES.md |
逐文件使用说明：41 个脚本、结果表字段、51 个训练产物目录 |
docs/RESULTS.md |
全部实验结果：42 个模型完整榜单、分割 vs 分类同口径对决 |
docs/AUDIT.md |
诚实性审计：四道审计的原理与结果，为什么这次的高分是真的 |
docs/CAVEATS.md |
⚠ 已知问题与边界，上线前必读（含我犯过的评估口径错误） |
docs/REPOS.md |
四个仓库逐一说明与下载方式 |
配套私有仓库（含 Claude 会话历史、原始数据）：daipath/runpod-workspace-backup
开箱即用推理包：https://huggingface.co/daipath/filter-inspection
数据集：https://huggingface.co/datasets/daipath/filter-inspection-data
内容
| 卷 | 大小 | 内容 |
|---|---|---|
02_CV_bench.tar.zst |
6.6 G | 一代 15 方法横评：m01–m15 全部实现、模型权重、统一评测器 eval.py、批次捷径探针 batch_probe.py、锁箱终验 lockbox/、39 条评测记录 |
03_CV_seg3.tar.zst |
2.7 G | 二代分割 + 新数据全部实验：三类分割、11 包新样本的分类/分割/增广消融/捷径审计全部脚本与结果 |
解包
hf download daipath/filter-inspection-experiments --repo-type dataset --local-dir ./restore
cd ./restore
for f in *.tar.zst; do tar -I zstd -xf "$f" -C /workspace/; done
解出到 /workspace/CV_Task/bench 与 /workspace/CV_Task/seg3。
里面有什么值得看的
CV_Task/bench/CONTRACT.md— 一代基准的硬性契约（含捷径审计条款）CV_Task/bench/campaign/CAMPAIGN.md— 战役协议、预处理去混淆手册CV_Task/bench/lockbox/— 锁箱终验（一次性开箱，含防重跑硬闸）CV_Task/seg3/newdata/— 二代全部实验脚本：cls_train.py/cls_train2.py— 分类训练（多骨干 / 多增广 / 多归一化 / 多损失）cls_probe.py/cls_frozen_probe.py— 捷径审计（批次指纹探针、冻结特征 kNN vs 线性探针对照）cls_test_all.csv— 42 个模型在锁箱 test 上的完整成绩build_splits.py— session 整组切分（0 组跨 split）
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