Contamination Map Methodology

Tabular / Dataset

miami_housing

regression task, 13776 rows, 16 features (TabArena-v0.1 curated metadata).

Also known as
OpenML 46942, OpenML task 363686, OpenML 43093
Domain
business & marketing
License
CC BY-NC-SA
Homepage
www.openml.org

Exposure by model

BenchmarkModelLevelReason
TabArena LimiX-2 Not seen absent from the complete list of training data
TabArena LimiX Not seen absent from the complete list of training data
TabArena Mitra Not seen absent from the complete list of training data
TabArena Mitra-v2 Not seen absent from the complete list of training data
TabArena Real-TabPFN-2.5 Not seen the authors state the dataset was excluded from training
TabArena Real-TabPFN Unknown training data not disclosed in enough detail
TabArena TabDPT-Turbo (TabDPT v1.2) Not seen the authors state the dataset was excluded from training
TabArena TabDPT v1.3 Unknown training data not disclosed in enough detail
TabArena TabDPT Unknown training data not disclosed in enough detail
TabArena TabICL v1.1 Not seen absent from the complete list of training data
TabArena TabICL Not seen absent from the complete list of training data
TabArena TabICLv2 Not seen absent from the complete list of training data
TabArena TabPFN-2.5 Not seen absent from the complete list of training data
TabArena TabPFN-2.6 Not seen absent from the complete list of training data
TabArena TabPFN-3.5 Not seen absent from the complete list of training data
TabArena TabPFN-3 Not seen absent from the complete list of training data
TabArena TabPFN v2 Not seen absent from the complete list of training data

Notes

TabArena re-upload on OpenML (dataset 46942, task 363686). Original source per TabArena metadata: OpenML (https://www.openml.org/d/43093). The TabArena metadata points to the earlier OpenML upload 43093 as original data URL.

Sources