datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
repro-impact-influence-modeling-for-open-set-time-series-anomaly-detection-traces
Agent traces
Agent sessions published from a Trackio Logbook.
ucf-anomaly-detection-mapped
UCF-Crime: Precomputed I3D Features with Temporal Annotations
This dataset provides pre-extracted 1024-dimensional I3D RGB features along with frame-level temporal anomaly labels for videos from the UCF-Crime dataset.
Dataset Characteristics
Features
1024-dimensional I3D RGB feature vectors
Extracted from 64 uniformly sampled frames per video
Feature tensor shape: [64, 1024]
Temporal Annotations
Mapped from original anomaly intervals… See the full description on the dataset page: https://huggingface.co/datasets/Rahima411/ucf-anomaly-detection-mapped.Electrical-Spark-Short-Circuit-Anomaly-Event-Detection-Dataset
Electrical Spark Short-Circuit Anomaly Event Detection Dataset
With the rapid development of industrial automation, the frequency of using electrical equipment continues to increase, yet the frequent occurrence of short-circuit events seriously affects the safety and reliability of the equipment. Existing monitoring systems mostly rely on traditional sensors, which cannot timely and accurately identify short-circuit anomaly events, leading to potential hazards not being eliminated… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Electrical-Spark-Short-Circuit-Anomaly-Event-Detection-Dataset.han-behavioral-anomaly-detection-dataset-v1
Humanoid Behavioral Anomaly Detection Dataset
This dataset models abnormal behavioral patterns
in humanoid agents operating inside decentralized systems.
It captures deviations from baseline activity,
unexpected action sequences,
and coordination inconsistencies.
Objective
To enable early anomaly detection
and prevent mission degradation.
Data Fields
anomaly_event_id
agent_id
baseline_behavior_profile_id
observed_action_sequence
deviation_score
anomaly_type… See the full description on the dataset page: https://huggingface.co/datasets/achiepatricia/han-behavioral-anomaly-detection-dataset-v1.anomaly_detection_metrics_data
Dataset Card: Anomaly Detection Metrics Data
Dataset Summary
This dataset contains system performance metrics collected over time for anomaly detection in time series data. It includes multiple system metrics such as CPU load, memory usage, and other resource utilization statistics, along with timestamps and additional attributes.
Dataset Details
Size: ~7.3 MB (raw JSON), 345 kB (auto-converted Parquet)
Rows: 46,669
Format: JSON
Libraries: datasets, pandas… See the full description on the dataset page: https://huggingface.co/datasets/ShreyasP123/anomaly_detection_metrics_data.