Error Detection on Hospital benchmark leaderboard · SOTA2 Research

Error Detection on Hospital

97.8F1 ScoreGPT3-175B

Evaluation Results

Method	Links
GPT3-175B2022.05		97.8	—	—
HoloDetect2022.05		94.4	—	—
ForestED2025.12		75.6	84.4	68.5
ZeroED2025.12		53.1	44.9	65
HoloClean2022.05		51.4	—	—
TreeED2025.12		47.2	63.8	41.6
FM_ED2025.12		22.4	13.2	84.4
Raha2025.12		14	46	9
dBoost2025.12		11.2	22.7	7.4
GPT3-175B2022.05		6.9	—	—
GPT3-6.7B2022.05		2.1	—	—