ML Research Wiki / Benchmarks / Handwritten Text Recognition / LAM(line-level)

LAM(line-level)

Handwritten Text Recognition Benchmark

Performance Over Time

📊 Showing 6 results | 📏 Metric: Test CER

Top Performing Models

Rank Model Paper Test CER Date Code
1 GFCN Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network 5.20 2020-12-09 📦 FactoDeepLearning/LinePytorchOCR
2 TrOCR 📚 TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models 3.60 2021-09-21 📦 huggingface/transformers 📦 microsoft/unilm 📦 oleehyo/texteller
3 OrigamiNet-18 OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page Text Recognition by learning to unfold 3.10 2020-06-12 📦 mindspore-ai/models 📦 IntuitionMachines/OrigamiNet 📦 MindSpore-MS-Code2/code0
4 OrigamiNet-12 OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page Text Recognition by learning to unfold 3.10 2020-06-12 📦 mindspore-ai/models 📦 IntuitionMachines/OrigamiNet 📦 MindSpore-MS-Code2/code0
5 OrigamiNet-24 OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page Text Recognition by learning to unfold 3.00 2020-06-12 📦 mindspore-ai/models 📦 IntuitionMachines/OrigamiNet 📦 MindSpore-MS-Code2/code0
6 HTR-VT HTR-VT: Handwritten Text Recognition with Vision Transformer 2.80 2024-09-13 📦 yutingli0606/htr-vt 📦 mortezagolzan/Hand_Writing_Text_Extarction

All Papers (6)

FactoDeepLearning/LinePytorchOCR
huggingface/transformers microsoft/unilm
mindspore-ai/models IntuitionMachines/OrigamiNet
mindspore-ai/models IntuitionMachines/OrigamiNet
mindspore-ai/models IntuitionMachines/OrigamiNet
yutingli0606/htr-vt mortezagolzan/Hand_Writing_Text_Extarction