Weight-space INR classification on MNIST (test)
98.5Test AccuracyINR2ARRAY
Evaluation results
| Method | Links | |
|---|---|---|
| INR2ARRAYBackbone=NFT2023.05 | 98.5 | |
| ScaleGMN-Btraining_seeds=32024.06 | 96.59 | |
| ScaleGMNtraining_seeds=32024.06 | 96.57 | |
| INR2ARRAYBackbone=NFN2023.05 | 94.6 | |
| NFN2023.05 | 92.9 | |
| Spatial NFN2023.05 | 92.9 | |
| NG-GNNbaseline_source=reported, training_seeds=32024.06 | 91.4 | |
| DWSbaseline_source=reported, training_seeds=32024.06 | 85.71 | |
| DWS2023.05 | 85.7 | |
| NFNH_NPbaseline_source=re-trained, training_seeds=32024.06 | 79.11 | |
| NFNN_Pbaseline_source=re-trained, training_seeds=32024.06 | 78.5 | |
| Inr2Vecbaseline_source=reported, training_seeds=32024.06 | 23.69 | |
| MLPbaseline_source=reported, training_seeds=32024.06 | 17.55 |