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SOTA OCR benchmarks and papers with code | Wizwand
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OCR
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
ORB-Indic
Gemini-2.5 Flash
WER
0.251
21
2mo ago
ORB En-SynthDog
Nanonets-OCR-s
WER
0.17
21
2mo ago
ICDAR
GT
Precision
64.87
14
9d ago
ChartQA
InternVL3.5-20B-A4B
Score
86.6
14
1mo ago
Fox-Pages
Mistral OCR
Normalized Edit Distance
0.013
13
3mo ago
Tree Bench
Gemini 2.5 Pro
Score
49.1
9
2mo ago
TotalText
Qwen3-VL-8B
F1@IoU 0.5
59.4
6
7d ago
CharXivRQ
Claude4-Sonnet
Accuracy
60.9
6
26d ago
SEED-Bench-2-Plus
Gemini 2.5 Pro
Score
75
6
2mo ago
SROIE
Nanonets-OCR2
% Match
72.33
6
3mo ago
Synthdog
GPT-4o
Word ANLS
82.22
6
3mo ago
BLPR-D real-world
TrOCR
Average Similarity
78.29
5
1mo ago
BLPR-C controlled
YOLOv26x
Average Similarity
99.02
5
1mo ago
OmniDocBench OCR-block 1.5
Dolphin
PPT Performance Rate
23.7
5
2mo ago
SST-2 (test)
SOTA
Accuracy
97.5
5
3mo ago
TextVQA
1.7B K^8_{0.5}
Score
82
4
3mo ago
OCR DocVQA, ChartMuseum, OCRBenchV2 (held-out)
SKILLRATER
Accuracy
50.05
4
3mo ago
Hateful Memes (dev)
SOTA
ROC AUC
78
4
3mo ago
IP5-M 1000 images (test)
ChemicalOCR
Precision
85.6
3
2mo ago
USPTO-M 74 images (test)
ChemicalOCR
Precision
93.5
3
2mo ago
M2S 103 images (test)
ChemicalOCR
Precision
86.9
3
2mo ago
Bangla license plate (val)
ViT + B-BERT
Character Error Rate (CER)
13.23
3
2mo ago
Old Books OCR dataset
Nanonets-OCR2-3B
WER
0.0433
3
3mo ago
A-OKVQA (val)
1.7B K^8_{0.5}
Score
91.8
3
3mo ago
IIIT5K 1k (test)
SOTA
Accuracy
98.9
3
3mo ago
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