Lesion recognition on XJ-CLI PASM staining
89.5MHGloPath
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| GloPath2026.03 | 89.5 | 99 | 92.7 | 96.5 | 97 | 92.7 | 92.8 | 96.8 | 97 | 97.1 | |
| RenalPath2026.03 | 88.7 | 98.2 | 77.4 | 91.9 | 96 | 86.2 | 90.1 | 95.7 | 94.6 | 96.6 | |
| UNI2026.03 | 87.7 | 98.6 | 89.4 | 96.4 | 96.6 | 85.5 | 92 | 96.9 | 95.8 | 95.9 | |
| CONCH2026.03 | 86.4 | 89 | 95.4 | 94.7 | 94.9 | 87.1 | 92.2 | 96.6 | 94.6 | 95 | |
| PLIP2026.03 | 81.5 | 98.1 | 89 | 89.6 | 81.4 | 89.3 | 92.3 | 94.6 | 96.3 | 95 | |
| ImagenetPre2026.03 | 61 | 38.1 | 53 | 86.3 | 75.3 | 40.8 | 69.8 | 84.8 | 90.7 | 83.8 | |
| RandomInit2026.03 | 53 | 54.8 | 62.4 | 69.5 | 73.8 | 79.1 | 80.5 | 89 | 79.8 | 89 |