SII
Datasets
All datasets matching “SII”ViFailback-Dataset
ViFailback Dataset: Real-World Robotic Manipulation Failure Dataset with Visual Symbol Guidance
A real-world dataset for diagnosing, correcting, and learning from robotic manipulation failures via visual symbols.
ViFailback is a large-scale, real-world robotic manipulation failure dataset introduced in the CVPR 2026 paper "Diagnose, Correct, and Learn from Manipulation Failures via Visual Symbols". It introduces visual… See the full description on the dataset page: https://huggingface.co/datasets/sii-rhos-ai/ViFailback-Dataset.Polymarket_data
Polymarket Data
Complete Data Infrastructure for Polymarket — Fetch, Process, Analyze
A comprehensive dataset of 6.6 billion on-chain trading records from Polymarket, processed into multiple analysis-ready formats. Features cleaned data, unified token perspectives, and user-level transformations — ready for market research, behavioral studies, and quantitative analysis.
Zhengjie Wang1,2, Leiyu Chao1,3, Yu Bao1,4, Lian Cheng1,3, Jianhan Liao1,5, Yikang Li1,†
1Shanghai Innovation… See the full description on the dataset page: https://huggingface.co/datasets/SII-WANGZJ/Polymarket_data.CiQi-VQA
CiQi-Agent
Github | Model | Dataset | Paper
CiQi-Agent: Aligning Vision, Tools and Aesthetics in Multimodal Agent for Cultural Reasoning on Chinese Porcelains
Accepted to ECCV 2026
🎯 Overview
CiQi-Agent has been accepted to ECCV 2026.
We present CiQi-Agent, a domain-specific multimodal agent for antique Chinese porcelain connoisseurship. The project is designed to combine fine-grained visual perception, tool-augmented reasoning, and cultural-heritage knowledge… See the full description on the dataset page: https://huggingface.co/datasets/SII-Monument-Valley/CiQi-VQA.thinking_droid_lerobot_output_qwen3vlvifailback-dataset-lerobot
ViFailback Dataset — LeRobot
This repository is a LeRobot v2.1 conversion of the trajectory portion of sii-rhos-ai/ViFailback-Dataset, introduced in the CVPR 2026 paper Diagnose, Correct, and Learn from Manipulation Failures via Visual Symbols.
ViFailback contains real-world ALOHA dual-arm manipulation trajectories designed for studying failure diagnosis, failure localization, corrective guidance, recovery, and learning… See the full description on the dataset page: https://huggingface.co/datasets/sii-rhos-ai/vifailback-dataset-lerobot.constellaration-data
Dataset Card for ConStellaration
A dataset of diverse quasi-isodynamic (QI) stellarator boundary shapes with corresponding performance metrics and ideal magneto-hydrodynamic (MHD) equilibria, as well as settings for their generation.
The performance metrics and ideal MHD equilibria were evaluated under vacuum (default) and with plasma inside (finite beta).
Dataset Details
Dataset Description
Stellarators are magnetic confinement devices that are being… See the full description on the dataset page: https://huggingface.co/datasets/SII-LWY/constellaration-data.