ML Research Wiki / Benchmarks / Handwritten Mathmatical Expression Recognition / HME100K

HME100K

Handwritten Mathmatical Expression Recognition Benchmark

Performance Over Time

📊 Showing 11 results | 📏 Metric: ExpRate

Top Performing Models

Rank Model Paper ExpRate Date Code
1 PosFormer PosFormer: Recognizing Complex Handwritten Mathematical Expression with Position Forest Transformer 69.51 2024-07-10 📦 sjtu-deepvisionlab/posformer
2 ICAL ICAL: Implicit Character-Aided Learning for Enhanced Handwritten Mathematical Expression Recognition 69.06 2024-05-15 📦 qingzhenduyu/ical
3 TAMER TAMER: Tree-Aware Transformer for Handwritten Mathematical Expression Recognition 68.52 2024-08-16 📦 qingzhenduyu/tamer
4 NAMER NAMER: Non-Autoregressive Modeling for Handwritten Mathematical Expression Recognition 68.52 2024-07-16 -
5 CoMER CoMER: Modeling Coverage for Transformer-based Handwritten Mathematical Expression Recognition 68.12 2022-07-10 📦 Green-Wood/CoMER 📦 qingzhenduyu/ical
6 CAN-ABM When Counting Meets HMER: Counting-Aware Network for Handwritten Mathematical Expression Recognition 68.09 2022-07-23 📦 lbh1024/can 📦 qingzhenduyu/ical 📦 2024-MindSpore-1/Code3
7 CAN-DWAP When Counting Meets HMER: Counting-Aware Network for Handwritten Mathematical Expression Recognition 67.31 2022-07-23 📦 lbh1024/can 📦 qingzhenduyu/ical 📦 2024-MindSpore-1/Code3
8 SAN Syntax-Aware Network for Handwritten Mathematical Expression Recognition 67.10 2022-03-03 📦 tal-tech/san 📦 phymond/hme100k
9 ABM Handwritten Mathematical Expression Recognition via Attention Aggregation based Bi-directional Mutual Learning 65.93 2021-12-07 📦 XH-B/ABM
10 BTTR Handwritten Mathematical Expression Recognition with Bidirectionally Trained Transformer 64.10 2021-05-06 📦 Green-Wood/BTTR 📦 qingzhenduyu/ical

All Papers (11)