Benchmarking Vision-Language Models on Optical Character Recognition in Dynamic Video Environments

Benchmark Model Rank Results
optical-character-recognition-ocr-on-videodb-ocr-benchmarkGPT-4o#1Average Accuracy: 76.22Character Error Rate (CER): 0.2378…
optical-character-recognition-ocr-on-videodb-ocr-benchmarkGemini-1.5 Pro#2Average Accuracy: 76.13Character Error Rate (CER): 0.2387…
optical-character-recognition-ocr-on-videodb-ocr-benchmarkClaude-3 Sonnet#3Average Accuracy: 67.71Character Error Rate (CER): 0.3229…
optical-character-recognition-ocr-on-videodb-ocr-benchmarkRapidOCR#4Average Accuracy: 56.98Character Error Rate (CER): 0.7620…
optical-character-recognition-ocr-on-videodb-ocr-benchmarkEasyOCR#5Average Accuracy: 49.30Character Error Rate (CER): 0.5070…