Line-level recognition on Fraktur (test)
3.01CERVAN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| VANLatency (ms)=6.53, Throughput (img/s)=153.3, Inference Memory (MB)=1473, Training Memory (GB)=16.272026.04 | 3.01 | 5.21 | |
| Mamba-NARLatency (ms)=13.7, Throughput (img/s)=73.0, Inference Memory (MB)=981, Training Memory (GB)=7.072026.04 | 3.02 | 7.63 | |
| DANLatency (ms)=166.0, Throughput (img/s)=6.0, Inference Memory (MB)=703, Training Memory (GB)=6.102026.04 | 3.03 | 4.88 | |
| Mamba-ARLatency (ms)=56.0, Throughput (img/s)=17.8, Inference Memory (MB)=2915, Training Memory (GB)=8.012026.04 | 3.06 | 5.73 | |
| Mamba-CTCLatency (ms)=8.26, Throughput (img/s)=121.0, Inference Memory (MB)=564, Training Memory (GB)=7.332026.04 | 3.2 | 6.84 | |
| TrOCREvaluation Protocol=fine-tuned, Latency (ms)=414.5, Throughput (img/s)=2.4, Inference Memory (MB)=1472, Training Memory (GB)=19.362026.04 | 4.71 | 10.79 | |
| DANIELLatency (ms)=23.7, Throughput (img/s)=41.9, Inference Memory (MB)=3109, Training Memory (GB)=12.792026.04 | 6.18 | 14.11 | |
| GeminiLatency (ms)=∼1000, Throughput (img/s)=∼12026.04 | 10.5 | 29.59 | |
| PERO-OCRLatency (ms)=33.2, Throughput (img/s)=30.12026.04 | 15.73 | 32.44 | |
| Tesseract v5Latency (ms)=100.1, Throughput (img/s)=10.02026.04 | 21.42 | 65.13 | |
| TrOCREvaluation Protocol=zero-shot, Latency (ms)=72.0, Throughput (img/s)=13.9, Inference Memory (MB)=13892026.04 | 35.98 | 98.4 |