Semantic Segmentation on MosMed
55F1 ScoreTomographic LayerCAM
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Tomographic LayerCAMLayer=layer 32024.04 | 55 | 72 | 52 | 41 | 41 | 89 | |
| Tomographic LayerCAM2024.04 | 55 | — | — | 41 | 41 | 89 | |
| Averaged LayerCAMLayer=layer 22024.04 | 53 | 72 | 49 | 48 | 48 | 95 | |
| Averaged LayerCAM2024.04 | 53 | — | — | 48 | 48 | 95 | |
| ToNNO2024.04 | 50 | 69 | 45 | 35 | 35 | 93 | |
| ToNNO2024.04 | 50 | — | — | 35 | 35 | 93 | |
| LayerCAMaveraging along three directions=true2024.04 | 48 | — | — | 44 | 44 | 84 | |
| LayerCAMLayer=layer 22024.04 | 39 | 68 | 32 | 35 | 35 | 90 | |
| LayerCAMaveraging along three directions=false2024.04 | 39 | — | — | 35 | 35 | 90 | |
| ScoreCAMaveraging along three directions=true2024.04 | 38 | — | — | 38 | 38 | 85 | |
| GradCAMaveraging along three directions=true2024.04 | 31 | — | — | 31 | 31 | 90 | |
| GradCAM++averaging along three directions=false2024.04 | 29 | — | — | 28 | 28 | 81 | |
| ScoreCAMaveraging along three directions=false2024.04 | 29 | — | — | 27 | 27 | 60 | |
| GradCAM++averaging along three directions=true2024.04 | 26 | — | — | 38 | 38 | 89 | |
| GradCAMaveraging along three directions=false2024.04 | 23 | — | — | 24 | 24 | 78 |