Point Cloud Classification Accuracy Tracking on ModelNet40 (test)
67.9Accuracy (A1)FS-KAN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FS-KANTrain Size=10002025.09 | 67.9 | 64 | 46.7 | 4 | 55.3 | |
| DeepSetsTrain Size=10002025.09 | 67 | 64.3 | 46.8 | 2.7 | 55.5 | |
| Efficient FS-KANTrain Size=10002025.09 | 66.6 | 61.5 | 43.5 | 5.1 | 52.5 | |
| FS-KANTrain Size=8002025.09 | 66.1 | 62.3 | 44.6 | 3.8 | 53.5 | |
| Efficient FS-KANTrain Size=8002025.09 | 64.3 | 58.6 | 40.7 | 5.6 | 49.7 | |
| DeepSetsTrain Size=8002025.09 | 64.1 | 60.6 | 42.7 | 3.6 | 51.6 | |
| FS-KANTrain Size=6002025.09 | 63.5 | 59 | 41.1 | 4.5 | 50.1 | |
| DeepSetsTrain Size=6002025.09 | 61.4 | 55.9 | 39.1 | 5.5 | 47.5 | |
| Efficient FS-KANTrain Size=6002025.09 | 61.3 | 55.3 | 38.4 | 6 | 46.9 | |
| FS-KANTrain Size=4002025.09 | 59.4 | 55 | 37.4 | 4.4 | 46.2 | |
| Efficient FS-KANTrain Size=4002025.09 | 56.7 | 50.6 | 34.5 | 6.1 | 42.5 | |
| DeepSetsTrain Size=4002025.09 | 56.2 | 49.5 | 34.4 | 6.7 | 41.9 | |
| FS-KANTrain Size=2002025.09 | 53.1 | 49.7 | 34.3 | 3.4 | 42 | |
| DeepSetsTrain Size=2002025.09 | 51.4 | 45.5 | 30.4 | 5.9 | 38 | |
| Efficient FS-KANTrain Size=2002025.09 | 51.1 | 47 | 32 | 4 | 39.5 |