Medical Report Generation on ChestCT-EXT
86.7Nodule PrecisionBIUD
Evaluation Results
| Method | Links | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BIUD2024.04 | 86.7 | 83.9 | 85.3 | 67.2 | 73.6 | 70.3 | 21.4 | 43.2 | 28.6 | 25.2 | 25.2 | 25.2 | 16.4 | 17.7 | 17 | 13.2 | 24.6 | 17.1 | 38.4 | 44.7 | 40.6 | |
| BLIP2024.04 | 85.7 | 75.6 | 80.3 | 64.8 | 66.2 | 65.5 | 19.7 | 39 | 26.2 | 25 | 23.9 | 24.4 | 13 | 13.4 | 13.2 | 11.4 | 20.1 | 14.6 | 36.6 | 39.7 | 37.4 | |
| R2Gen2024.04 | 85.5 | 43 | 57.2 | 67.5 | 20.9 | 31.9 | 16.5 | 15.8 | 16.1 | 20 | 0.7 | 1.3 | 15.6 | 5.51 | 8.1 | 12.8 | 9.4 | 10.8 | 36.3 | 15.9 | 20.9 | |
| DCL2024.04 | 85 | 73 | 78.5 | 67 | 68.8 | 67.9 | 18.5 | 40 | 25.3 | 21.5 | 20 | 20.7 | 18.2 | 23.2 | 20.4 | 12 | 21 | 15.2 | 37 | 41 | 38 | |
| RadFM2024.04 | 79.5 | 5.3 | 9.9 | 67.5 | 9.7 | 17 | 100 | 0.7 | 1.4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 41.2 | 2.6 | 4.7 | |
| CMN2024.04 | 78 | 16 | 26.5 | 67.9 | 21.1 | 32.1 | 26.8 | 27.4 | 27.1 | 36.2 | 11 | 16.8 | 21.8 | 7.5 | 11.1 | 16 | 8.5 | 11.1 | 41.1 | 15.3 | 20.9 |