Image Classification on PathMNIST v2 (test)
89.86AccuracyHoP-TM
Evaluation Results
| Method | Links | |
|---|---|---|
| HoP-TMIPC=1000, Backbone=3-layer ConvNet2025.09 | 89.86 | |
| DATMIPC=1000, Backbone=3-layer ConvNet2025.09 | 89.15 | |
| ATTIPC=1000, Backbone=3-layer ConvNet2025.09 | 88.41 | |
| MTTIPC=1000, Backbone=3-layer ConvNet2025.09 | 87.73 | |
| FTDIPC=1000, Backbone=3-layer ConvNet2025.09 | 87.65 | |
| IDMIPC=1000, Backbone=3-layer ConvNet2025.09 | 87.51 | |
| DMIPC=1000, Backbone=3-layer ConvNet2025.09 | 87.29 | |
| HoP-TMIPC=100, Backbone=3-layer ConvNet2025.09 | 84.82 | |
| DATMIPC=100, Backbone=3-layer ConvNet2025.09 | 84.07 | |
| ATTIPC=100, Backbone=3-layer ConvNet2025.09 | 83.86 | |
| MTTIPC=100, Backbone=3-layer ConvNet2025.09 | 82.9 | |
| FTDIPC=100, Backbone=3-layer ConvNet2025.09 | 82.81 | |
| IDMIPC=100, Backbone=3-layer ConvNet2025.09 | 82.05 | |
| DMIPC=100, Backbone=3-layer ConvNet2025.09 | 82.04 | |
| HoP-TMIPC=10, Backbone=3-layer ConvNet2025.09 | 77.23 | |
| HoP-TMIPC=5, Backbone=3-layer ConvNet2025.09 | 73.92 | |
| DATMIPC=10, Backbone=3-layer ConvNet2025.09 | 73.18 | |
| IDMIPC=10, Backbone=3-layer ConvNet2025.09 | 72.74 | |
| IDMIPC=5, Backbone=3-layer ConvNet2025.09 | 69.32 | |
| ATTIPC=10, Backbone=3-layer ConvNet2025.09 | 68.92 | |
| DMIPC=10, Backbone=3-layer ConvNet2025.09 | 66.99 | |
| DATMIPC=5, Backbone=3-layer ConvNet2025.09 | 64.94 | |
| DMIPC=5, Backbone=3-layer ConvNet2025.09 | 62.85 | |
| FTDIPC=10, Backbone=3-layer ConvNet2025.09 | 62.06 | |
| MTTIPC=10, Backbone=3-layer ConvNet2025.09 | 60.74 | |
| ATTIPC=5, Backbone=3-layer ConvNet2025.09 | 56.95 | |
| FTDIPC=5, Backbone=3-layer ConvNet2025.09 | 55.99 | |
| IDMIPC=1, Backbone=3-layer ConvNet2025.09 | 50.39 | |
| ATTIPC=1, Backbone=3-layer ConvNet2025.09 | 48.42 | |
| HoP-TMIPC=1, Backbone=3-layer ConvNet2025.09 | 47.71 | |
| MTTIPC=5, Backbone=3-layer ConvNet2025.09 | 47.3 | |
| DATMIPC=1, Backbone=3-layer ConvNet2025.09 | 45.74 | |
| DMIPC=1, Backbone=3-layer ConvNet2025.09 | 38.39 | |
| MTTIPC=1, Backbone=3-layer ConvNet2025.09 | 29.84 | |
| FTDIPC=1, Backbone=3-layer ConvNet2025.09 | 29.36 |