mirrors
Datasets
All datasets matching “mirrors”MirrorSentinel-Elevator
MirrorSentinel Elevator → FiftyOne (Native Multimodal MCAP)
The
KevinWong216/MirrorSentinel-Elevator
recordings, converted from ROS 2 bags to native multimodal MCAP episodes.
A rig carrying a ZED2 stereo camera, an Ouster 3D LiDAR and the Ouster IMU was
walked through elevator cabins to record what mirrors and glass do to range
measurements. A LiDAR pointed at a mirror reports returns from behind it, so
the cabin appears to extend into space that is solid wall. Eight traversals… See the full description on the dataset page: https://huggingface.co/datasets/Voxel51/MirrorSentinel-Elevator.mirror-sql
MIRROR-SQL
Provenance-Controlled Database Environments for Text-to-SQL Agents.
13 PostgreSQL environments · 176 tables · 2762 columns · 390 annotated question/SQL pairs.
MIRROR-SQL takes the opposite approach to contamination from every other text-to-SQL corpus.
Spider and BIRD sample public databases. BEAVER uses real private warehouses that cannot be
redistributed. LiveSQLBench out-runs leakage temporally by rebuilding from changing sources.
MIRROR-SQL instead purpose-builds… See the full description on the dataset page: https://huggingface.co/datasets/1digitaldesign/mirror-sql.MirrorSentinel-Elevator
MirrorSentinel Reflective Elevator Dataset
MirrorSentinel-Elevator is a synchronized RGB-LiDAR-IMU ROS 2 dataset for
studying severe mirror and glass interference in compact elevator
environments. It contains eight short traversals, E01-E08, collected across
seven measured physical elevator footprints. E02 and E03 repeat the same
physical cabin and are grouped as one footprint for inferential statistics.
The release contains the exact raw bags used by the accompanying paper. It… See the full description on the dataset page: https://huggingface.co/datasets/KevinWong216/MirrorSentinel-Elevator.mirror-security-auditsA collection of agent traces generated with Swival (not Claude Code, despite what the HF interface currently shows), an agent designed for open-source models.
These traces focus on security audits of opensource software.
Sharing traces with Swival
Swival can export full conversation traces with --trace-dir, which writes one <session_id>.jsonl file per session:
swival "Fix the login bug" --trace-dir traces/
Those JSONL files use Swival's Claude Code compatible trace export, and… See the full description on the dataset page: https://huggingface.co/datasets/alucent/mirror-security-audits.mirror-SWE-rebench-openhands-trajectories
Dataset Summary
SWE-rebench-OpenHands-Trajectories is a dataset of multi-turn agent trajectories for software engineering tasks, collected
using Qwen/Qwen3-Coder-480B-A35B-Instruct with OpenHands (v0.54.0) agent scaffolding.
This dataset captures complete agent execution traces as they attempt to resolve real GitHub issues from
nebius/SWE-rebench.
Each trajectory contains the agent's step-by-step reasoning, actions, and environmental observations.
Metric… See the full description on the dataset page: https://huggingface.co/datasets/alucent/mirror-SWE-rebench-openhands-trajectories.synthetic-mirrors-human-ai-cnn-dailymail-v1
Synthetic Mirrors: Human vs AI (CNN DailyMail)
📌 Overview
Synthetic Mirrors is a multi-model, research-grade dataset designed for detecting humanized AI-generated text.
This dataset aggregates AI generations from multiple open-source and closed-source LLMs, paired with corresponding human-written content from the CNN DailyMail domain.
The core idea is to treat each AI model as a synthetic mirror — reflecting distinct stylistic and probabilistic artifacts that help… See the full description on the dataset page: https://huggingface.co/datasets/Yashodhar29/synthetic-mirrors-human-ai-cnn-dailymail-v1.