Tumor cell classification on WSSS4LUAD
92.06AccuracyUAM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UAM2025.11 | 92.06 | 89.7 | 95.9 | |
| UAM-Lvariant=Large2025.11 | 91.71 | 88.72 | 93.4 | |
| Mamba2025.11 | 90.65 | 88.27 | 94.6 | |
| UAM-Mvariant=Medium2025.11 | 90.41 | 87.9 | 93.8 | |
| Mamba-M2025.11 | 89.35 | 87.02 | 95.67 | |
| Jamba2025.11 | 88.96 | 85.31 | 94.63 | |
| UAM-LTraining dataset=IGNITE2025.11 | 88.22 | 82.38 | 96.13 | |
| UAMTraining dataset=IGNITE2025.11 | 86.57 | 81.06 | 98.54 | |
| Trans-M2025.11 | 86.52 | 81.71 | 91.73 | |
| Trans2025.11 | 85.77 | 81.53 | 91.81 | |
| UAMTraining dataset=IGNITE2025.11 | 81.76 | 74.84 | 84.46 | |
| TransTraining dataset=IGNITE2025.11 | 80.65 | 80.13 | 91.45 | |
| Trans-MTraining dataset=IGNITE2025.11 | 79.7 | 73.42 | 83.48 | |
| UAM-MTraining dataset=IGNITE2025.11 | 79.27 | 72.36 | 83.8 | |
| UAM-LTraining dataset=IGNITE2025.11 | 78.96 | 73.49 | 84.75 | |
| Mamba-MTraining dataset=IGNITE2025.11 | 78.45 | 71.65 | 82.13 | |
| MambaTraining dataset=IGNITE2025.11 | 77.58 | 70.26 | 76.14 | |
| TransTraining dataset=IGNITE2025.11 | 77.54 | 73.45 | 83.56 | |
| Trans-MTraining dataset=IGNITE2025.11 | 77.29 | 65.73 | 73.51 | |
| JambaTraining dataset=IGNITE2025.11 | 76.62 | 70.21 | 80.63 | |
| UAM-MTraining dataset=IGNITE2025.11 | 72.27 | 70.25 | 66.8 | |
| MambaTraining dataset=IGNITE2025.11 | 66.48 | 62.55 | 64.34 | |
| Mamba-MTraining dataset=IGNITE2025.11 | 64.65 | 65.36 | 68.62 | |
| JambaTraining dataset=IGNITE2025.11 | 56.37 | 50.68 | 57.63 |