Neuron Interpretation on Places365 (test)
0.7936CLIP Cosine SimilaritySIEVE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SIEVED_concept=Broden (1.2k), Backbone=ResNet-18, Pre-trained=Places3652026.03 | 0.7936 | 0.4453 | 85.82 | |
| CLIP-DissectD_concept=Common Words (3k), Backbone=ResNet-18, Pre-trained=Places3652026.03 | 0.7883 | 0.4528 | 56.9 | |
| SIEVED_concept=Common Words (3k), Backbone=ResNet-18, Pre-trained=Places3652026.03 | 0.7833 | 0.4355 | 84.4 | |
| CLIP-DissectD_concept=Broden (1.2k), Backbone=ResNet-18, Pre-trained=Places3652026.03 | 0.7761 | 0.4462 | 58.32 | |
| WWWD_concept=Broden (1.2k), Backbone=ResNet-18, Pre-trained=Places3652026.03 | 0.7617 | 0.4587 | 52.23 | |
| WWWD_concept=Common Words (3k), Backbone=ResNet-18, Pre-trained=Places3652026.03 | 0.7526 | 0.4287 | 46.79 | |
| DnDD_concept=GPT-3.5 Turbo, Backbone=ResNet-18, Pre-trained=Places3652026.03 | 0.7458 | 0.4419 | 53.12 |