Image Classification on NWPU-RESISC45
79.17AccuracyRepKAN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RepKANGrid Size=32026.03 | 79.17 | 79.62 | 78.83 | 78.89 | |
| Baseline_CNN2026.03 | 73.81 | 74.23 | 73.32 | 73.09 | |
| FSPoolPatch encoder=MLP-based2026.05 | 53.13 | — | — | — | |
| SW-DRSOPatch encoder=MLP-based2026.05 | 53.03 | — | — | — | |
| FSWPatch encoder=MLP-based2026.05 | 52.15 | — | — | — | |
| DIEMPatch encoder=MLP-based2026.05 | 51.91 | — | — | — | |
| PSWEPatch encoder=MLP-based2026.05 | 51.21 | — | — | — | |
| SetTRSMPatch encoder=MLP-based2026.05 | 50.26 | — | — | — | |
| MeanPPatch encoder=MLP-based2026.05 | 49.99 | — | — | — | |
| RepSetPatch encoder=MLP-based2026.05 | 49.52 | — | — | — | |
| DeepSetPatch encoder=MLP-based2026.05 | 48.49 | — | — | — | |
| MaxPPatch encoder=MLP-based2026.05 | 48.27 | — | — | — |