Image Classification on PathMNIST (BP/MF Metrics)
88.89BP Top-1 AccuracyBackpropagation
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| BackpropagationArch=D8-W5122025.01 | 88.89 | — | — | 99.51 | — | — | 1.801 | — | — | |
| BackpropagationArch=D5-W5122025.01 | 88.86 | — | — | 99.49 | — | — | 1.148 | — | — | |
| BackpropagationArch=D8-W2562025.01 | 88.63 | — | — | 99.23 | — | — | 0.547 | — | — | |
| BackpropagationArch=D12-W2562025.01 | 88.22 | — | — | 99.45 | — | — | 0.798 | — | — | |
| BackpropagationArch=D5-W2562025.01 | 87.62 | — | — | 99.51 | — | — | 0.359 | — | — | |
| BackpropagationArch=D12-W5122025.01 | 87.49 | — | — | 99.44 | — | — | 2.668 | — | — | |
| Mono-ForwardArch=D5-W2562025.01 | — | 89.32 | 1.71 | — | 99.84 | 0.33 | — | 0.148 | 0.41 | |
| Mono-ForwardArch=D5-W5122025.01 | — | 88.56 | -0.3 | — | 99.75 | 0.26 | — | 0.478 | 0.42 | |
| Mono-ForwardArch=D8-W2562025.01 | — | 89.49 | 0.86 | — | 99.76 | 0.53 | — | 0.171 | 0.31 | |
| Mono-ForwardArch=D8-W5122025.01 | — | 88.51 | -0.38 | — | 99.76 | 0.25 | — | 0.573 | 0.32 | |
| Mono-ForwardArch=D12-W2562025.01 | — | 88.81 | 0.59 | — | 99.74 | 0.29 | — | 0.204 | 0.26 | |
| Mono-ForwardArch=D12-W5122025.01 | — | 88.72 | 1.23 | — | 99.62 | 0.19 | — | 0.7 | 0.26 |