Document Understanding on DUE Benchmark
86.7DocVQA
LayoutLMv2LARGE + QG
Updated 3d ago
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
2024.02 | 86.7 | - | - | - | - | - | - | - | |
2022.12 | 84.7 | 47.4 | 82.8 | 28.9 | 85.5 | 47.2 | 78.9 | 65.1 | |
2024.02 | 84.7 | 47.4 | - | - | - | 47.2 | 78.9 | 64.6 | |
2022.12 | 84.4 | 47.1 | 81.9 | 28.7 | 85.2 | 46.7 | 79.5 | 64.7 | |
2022.12 | 83.9 | - | - | - | - | - | - | - | |
2022.12 | 83.4 | 45.1 | 77.1 | 26.9 | 84 | 45.7 | 78.1 | 62.9 | |
2024.02 | 83.4 | 45.1 | - | - | - | 45.7 | 78.1 | 63.1 | |
2024.02 | 82.6 | 54.5 | - | - | - | - | - | - | |
2022.12 | 81 | 46.1 | 75.9 | 26.8 | 83.3 | 43.3 | 78.6 | 59.8 | |
2024.02 | 81 | 46.1 | - | - | - | 43.3 | 78.6 | 62.3 | |
2024.02 | 79.8 | 54.9 | - | - | - | 47.7 | 70.1 | 63.1 | |
2022.12 | 78.8 | - | - | - | - | - | - | - | |
2022.12 | 76.3 | 37.1 | 76 | 27.6 | 82.9 | 38.1 | 76 | 56.5 | |
2024.02 | 76.3 | 47.7 | - | - | - | 45.1 | 68.4 | 59.4 | |
2024.02 | 76.3 | 49.6 | - | - | - | 45.5 | 70.3 | 60.4 | |
2024.02 | 75.1 | 47.4 | - | - | - | 38.2 | 67.8 | 57.1 | |
2024.02 | 74.8 | 46.4 | - | - | - | 35 | 68.5 | 56.2 | |
2024.02 | 74.6 | 45.8 | - | - | - | 36.2 | 68.6 | 56.3 | |
2022.12 | 72.1 | - | - | - | - | - | - | - | |
2024.02 | 72.1 | - | - | - | - | - | - | - | |
2022.12 | 70.4 | 36.7 | 74.3 | 25.3 | 74.4 | 33.3 | 58.9 | 50.7 | |
2022.12 | 69.8 | 39.2 | 72.6 | 25.7 | 74 | 30.8 | 58 | 50.4 | |
2022.12 | 67.5 | - | - | - | - | - | - | - | |
2024.02 | 67.5 | - | - | - | - | - | - | - | |
2022.12 | - | - | 81.3 | - | - | - | - | - |