Semantic Segmentation on AutoPET
49F1-scoreTomographic LayerCAM
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Tomographic LayerCAMLayer=layer 12024.04 | 49 | 68 | 47 | 39 | 39 | 74 | |
| Tomographic LayerCAM2024.04 | 49 | — | — | 39 | 39 | 74 | |
| Averaged LayerCAMLayer=layer 22024.04 | 40 | 65 | 33 | 40 | 40 | 83 | |
| Averaged LayerCAM2024.04 | 40 | — | — | 40 | 40 | 83 | |
| ToNNO2024.04 | 39 | 52 | 41 | 32 | 32 | 74 | |
| ToNNO2024.04 | 39 | — | — | 32 | 32 | 74 | |
| LayerCAMLayer=layer 22024.04 | 35 | 59 | 29 | 31 | 31 | 80 | |
| LayerCAMaveraging along three directions=false2024.04 | 35 | — | — | 31 | 31 | 80 | |
| LayerCAMaveraging along three directions=true2024.04 | 35 | — | — | 37 | 37 | 74 | |
| ScoreCAMaveraging along three directions=false2024.04 | 23 | — | — | 23 | 23 | 63 | |
| GradCAM++averaging along three directions=false2024.04 | 22 | — | — | 21 | 21 | 61 | |
| ScoreCAMaveraging along three directions=true2024.04 | 20 | — | — | 23 | 23 | 58 | |
| GradCAM++averaging along three directions=true2024.04 | 18 | — | — | 18 | 18 | 57 | |
| GradCAMaveraging along three directions=false2024.04 | 6 | — | — | 11 | 11 | 63 | |
| GradCAMaveraging along three directions=true2024.04 | 5 | — | — | 15 | 15 | 65 |