spi
Datasets
All datasets matching “spi”SpineAlign
Dataset Card for Dataset Name
This dataset is a collection of colour pointcloud sequences, captured from
Dataset Details
Dataset Description
Curated by: Connor Daly, Mechatronics in Medicine, Imperial College London
License: CC BY 4.0 (Creative Commons Attribution)
Dataset Sources [optional]
Repository: SpineAlign
Paper [optional]: [Coming soon]
Dataset Structure
The test sequences as used in our MICCAI paper were:… See the full description on the dataset page: https://huggingface.co/datasets/zcbecda/SpineAlign.spider
Dataset Card for Spider
Dataset Summary
Spider is a large-scale complex and cross-domain semantic parsing and text-to-SQL dataset annotated by 11 Yale students.
The goal of the Spider challenge is to develop natural language interfaces to cross-domain databases.
Supported Tasks and Leaderboards
The leaderboard can be seen at https://yale-lily.github.io/spider
Languages
The text in the dataset is in English.
Dataset Structure
Data… See the full description on the dataset page: https://huggingface.co/datasets/xlangai/spider.spider-data
Spider Dataset
This project uses the Spider training and development datasets from the EMNLP 2018 paper Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task.
Dataset Files
train_spider.json
Training Examples: 7000
Databases: 140
train_others.json
Training Examples: 1659
Databases: 6
dev.json
Training Examples: 1034
Databases: 20
tables.json
Databases: 166
dev_gold.sql
train_gold.sql
database/… See the full description on the dataset page: https://huggingface.co/datasets/minktn/spider-data.SpineBench
Dataset Card for SpineBench
Benchmark Details
Paper Information
Benchmark Examples
Benchmark Distribution
Data Format
Data SourceHuman Evaluation of MLLMs Reasoning Performance
Citation
Benchmark Details
SpineBench is a comprehensive Visual Question Answering (VQA) benchmark designed for fine-grained analysis and evaluation of LVLM in the spinal domain. SpineBench comprises 64,878 QA pairs from 40,263 spine images, covering 11 spinal diseases through two critical… See the full description on the dataset page: https://huggingface.co/datasets/Silversorrow/SpineBench.SPIN-UV
SPIN-UV
SPIN-UV is a multimodal dataset for unstructured scene understanding in dense urban villages. It was collected from a motor-driven, human-steered single-track vehicle and pairs front-facing visual observations with frame-anchored riding-state signals. The dataset is intended to support semantic segmentation, RGB-D perception, state-conditioned traversability, temporal consistency, and motion-aware scene understanding in narrow, weakly structured urban-village corridors.… See the full description on the dataset page: https://huggingface.co/datasets/ruikle123/SPIN-UV.oxford_spires_datasetWe present the Oxford Spires Dataset, captured in and around well-known landmarks in Oxford using a custom-built multi-sensor perception unit as well as a millimetre-accurate map from a terrestrial LiDAR scanner (TLS). The perception unit includes three global shutter colour cameras, an automotive 3D LiDAR scanner, and an inertial sensor — all precisely calibrated.
Project page
Paper
Arxiv
Video
Code
Sample Usage
Download the Dataset
You can download the dataset from… See the full description on the dataset page: https://huggingface.co/datasets/ori-drs/oxford_spires_dataset.