Multi-level Label Prediction on Expert-annotated ESG report blocks (test) benchmark leaderboard · SOTA2 Research

Multi-level Label Prediction on Expert-annotated ESG report blocks (test)

85.62ESGN F1-scoreMLPDH

Evaluation Results

Method	Links
MLPDH2025.11		85.62	84.23	89.11	86.32	94.78
HMCN2025.11		82.7	76.86	79.07	79.54	88.15
HAN2025.11		81.51	74.11	78.93	78.18	82.12
BERT-base2025.11		80.21	72.3	77.61	76.71	81.31
XGBoost2025.11		75.33	65.21	71.18	70.57	—
SVM+TF-IDF2025.11		72.14	61.59	68.31	67.35	—