ML Research Wiki / Benchmarks / Handwritten Mathmatical Expression Recognition / CROHME 2016

CROHME 2016

Handwritten Mathmatical Expression Recognition Benchmark

Performance Over Time

📊 Showing 13 results | 📏 Metric: ExpRate

Top Performing Models

Rank Model Paper ExpRate Date Code
1 Uni-MuMER 📚 Uni-MuMER: Unified Multi-Task Fine-Tuning of Vision-Language Model for Handwritten Mathematical Expression Recognition 77.94 2025-05-29 📦 bflameswift/uni-mumer
2 PosFormer PosFormer: Recognizing Complex Handwritten Mathematical Expression with Position Forest Transformer 60.94 2024-07-10 📦 sjtu-deepvisionlab/posformer
3 TAMER TAMER: Tree-Aware Transformer for Handwritten Mathematical Expression Recognition 60.26 2024-08-16 📦 qingzhenduyu/tamer
4 NAMER NAMER: Non-Autoregressive Modeling for Handwritten Mathematical Expression Recognition 60.24 2024-07-16 -
5 ICAL ICAL: Implicit Character-Aided Learning for Enhanced Handwritten Mathematical Expression Recognition 58.79 2024-05-15 📦 qingzhenduyu/ical
6 CoMER CoMER: Modeling Coverage for Transformer-based Handwritten Mathematical Expression Recognition 56.98 2022-07-10 📦 Green-Wood/CoMER 📦 qingzhenduyu/ical
7 CAN-ABM When Counting Meets HMER: Counting-Aware Network for Handwritten Mathematical Expression Recognition 56.15 2022-07-23 📦 lbh1024/can 📦 qingzhenduyu/ical 📦 2024-MindSpore-1/Code3
8 CAN-DWAP When Counting Meets HMER: Counting-Aware Network for Handwritten Mathematical Expression Recognition 56.06 2022-07-23 📦 lbh1024/can 📦 qingzhenduyu/ical 📦 2024-MindSpore-1/Code3
9 SAN Syntax-Aware Network for Handwritten Mathematical Expression Recognition 53.60 2022-03-03 📦 tal-tech/san 📦 phymond/hme100k
10 ABM Handwritten Mathematical Expression Recognition via Attention Aggregation based Bi-directional Mutual Learning 52.92 2021-12-07 📦 XH-B/ABM

All Papers (13)