OCR Robustness on OCR Bench
83.7ScoreRecursiveVLM
Evaluation results
| Method | Links | |
|---|---|---|
| RecursiveVLMTraining Dataset=Data2, Train Steps=2, Eval Step=22026.02 | 83.7 | |
| RecursiveVLMTraining Dataset=Data2, Train Steps=2, Eval Step=12026.02 | 82.9 | |
| Standard TransformerTraining Dataset=Data2, Train Steps=1, Eval Step=12026.02 | 82 | |
| Standard TransformerTraining Dataset=Data1, Train Steps=1, Eval Step=12026.02 | 76.2 | |
| RecursiveVLMTraining Dataset=Data1, Train Steps=2, Eval Step=12026.02 | 74.7 | |
| RecursiveVLMTraining Dataset=Data1, Train Steps=2, Eval Step=22026.02 | 74.7 | |
| Vanilla recursion w/ RMSNormTraining Dataset=Data1, Train Steps=2, Eval Step=12026.02 | 70.5 | |
| Vanilla recursionTraining Dataset=Data1, Train Steps=2, Eval Step=12026.02 | 69.9 | |
| Vanilla recursion w/ RMSNormTraining Dataset=Data1, Train Steps=2, Eval Step=22026.02 | 69.4 | |
| Vanilla recursionTraining Dataset=Data1, Train Steps=2, Eval Step=22026.02 | 69 |