IAM
Benchmarks
TaskDatasetSOTA resultTrendResults
IAM Paragraph Level (test)
6.3Mean Test CER (w/o LM)
7
IAM (OOV-U)
102.22FID
7
IAM (OOV-S)
98.57FID
7
IAM (IV-U)
91.11FID
7
IAM (IV-S)
88.2FID
7
IAM-B (test)
3.5CER
6
IAM page paragraph
4.5CER
6
IAM Offline (test)
59.2Accuracy
6
IAM Online
56.7Accuracy
6
IAM (test)
88.9mAP@50% IoU
5
IAM Single Line (test)
4.7Mean Test CER (w/o LM)
5
IAM (Custom)
0.536Macro F1
5
IAM (RWTH)
52Macro F1
5
IAM (Custom)
76.4Macro F1
5
IAM (RWTH)
0.707Macro F1
5
IAM (k-means split (Source))
6.1CER
4
IAM Lexicon split (Source)
6CER
4
IAM Digits (test)
45.8CER
4
IAM All Long-Tail characters (test)
6.21FID
4
IAM Offline
87.1Accuracy (Lexicon)
4
IAM Vector (test)
31.6Word Recognition Accuracy (Lexicon)
3
IAM Image (test)
33.8Word Acc (Lexicon)
3
IAM paragraphs (test)
3.51Character Error Rate (CER)
2