datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Refrigerator-Lighting-Module-Contact-Failure-Detection-Dataset
Refrigerator Lighting Module Contact Failure Detection Dataset
The current industrial sector faces significant challenges, particularly in the reliability of refrigerator lighting modules. Contact failures often lead to flickering or complete light outages, which can disrupt operations and impact customer satisfaction. Existing solutions are limited by their inability to effectively identify and address these failures in a timely manner. This dataset aims to provide a robust… See the full description on the dataset page: https://huggingface.co/datasets/shangzx/Refrigerator-Lighting-Module-Contact-Failure-Detection-Dataset.stability-cascading-failure-detection-v0.1
What this dataset does
This dataset tests whether a model can detect cascading failure.
The task is simple:
Given a scenario and a cascading-failure claim, predict whether the claim is supported.
Core stability idea
Systems often fail through propagation rather than isolated damage.
Cascading failure occurs when one instability amplifies pressure on connected components, creating secondary and tertiary failures.
A cascade is not present when the disturbance is isolated… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/stability-cascading-failure-detection-v0.1.3d-print-failure-detectionsilent-failure-mode-detection-v0.1
What this dataset does
This dataset tests whether a model can detect silent failure modes.
The task is simple:
Given a scenario and a silent-failure claim, predict whether the claim is supported.
Core stability idea
Many dangerous failures are initially invisible.
Silent failure modes occur when degradation accumulates without obvious external symptoms.
Characteristics often include:
delayed visibility
hidden deterioration
weak feedback signals
measurement gaps
latent… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/silent-failure-mode-detection-v0.1.robometer_failure_detection
Robometer Failure Detection Dataset
The exact 100 videos that the reported Robometer failure-detection results are
computed on: 81 trajectories across 7 tasks, external and wrist views (43 ext / 57
wrist), labels successful / suboptimal / failure (suboptimal counted as failure
at evaluation time).
Tasks: foldtowel, movebanana, movemouse, pourpebble, pulltissue, putspoon, stirpot.
Metric note
Reported F1 uses failure as the positive class, and the "Average" row is… See the full description on the dataset page: https://huggingface.co/datasets/myconnects/robometer_failure_detection.clinical-failure-conditional-subgroup-context-detection-v0.1What this dataset tests
When a drug failed overallbut contains a responder niche.
Required outputs
responder subgroup signature
non-responder signature
context gates
failure mode class
salvage hypothesis
verification plan
Use case
Second layer of the Therapeutic Niche Construction Kit.
Refrigerator-Lighting-Module-Contact-Failure-Detection-Dataset
Refrigerator Lighting Module Contact Failure Detection Dataset
The current industrial sector faces significant challenges, particularly in the reliability of refrigerator lighting modules. Contact failures often lead to flickering or complete light outages, which can disrupt operations and impact customer satisfaction. Existing solutions are limited by their inability to effectively identify and address these failures in a timely manner. This dataset aims to provide a robust… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Refrigerator-Lighting-Module-Contact-Failure-Detection-Dataset.failure-detection-final-splitsMachine-Failure-Detection