Neuron Explanation Quality Evaluation on Pascal
28IoUClustered Compositional Explanations
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Clustered Compositional ExplanationsCluster index=Cluster 12023.10 | 28 | 99 | 97 | 56 | 35 | 63 | |
| Clustered Compositional ExplanationsAggregation=Average2023.10 | 15 | 68 | 64 | 39 | 20 | 55 | |
| Clustered Compositional ExplanationsCluster index=Cluster 22023.10 | 15 | 99 | 84 | 57 | 17 | 68 | |
| Clustered Compositional ExplanationsCluster index=Cluster 32023.10 | 11 | 61 | 60 | 28 | 17 | 59 | |
| Clustered Compositional ExplanationsCluster index=Cluster 42023.10 | 10 | 42 | 49 | 27 | 18 | 53 | |
| CoEx2023.10 | 9 | 31 | 22 | 19 | 9 | 26 | |
| Clustered Compositional ExplanationsCluster index=Cluster 52023.10 | 9 | 40 | 30 | 28 | 12 | 34 | |
| NetDissect2023.10 | 5 | 32 | 25 | 23 | 8 | 28 |