Image Classification on DomainNet Same Label Space avg across pairs
69.1Clipart AccuracyMoE
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MoEFLOPs=1.1x, Memory=2.1x2024.07 | 69.1 | 36.1 | 65.7 | 78 | 62.2 | |
| EnsembleFLOPs=2x, Memory=2x2024.07 | 63.6 | 30.3 | 61 | 74.7 | 57.4 | |
| PLeaSFLOPs=1x, Memory=1x2024.07 | 41.7 | 16.9 | 40.8 | 55.1 | 38.6 | |
| MuDSCFLOPs=1x, Memory=1x2024.07 | 34 | 14.3 | 29.5 | 45.1 | 30.7 | |
| ZipIt!FLOPs=1x, Memory=1x2024.07 | 26.9 | 12.2 | 27.1 | 37.4 | 25.9 | |
| Git Re-BasinFLOPs=1x, Memory=1x2024.07 | 18.2 | 7.8 | 18.8 | 26.5 | 17.8 | |
| RegMeanFLOPs=1x, Memory=1x2024.07 | 16.6 | 5.8 | 10.1 | 15.8 | 12.1 | |
| Simple AvgFLOPs=1x, Memory=1x2024.07 | 1.2 | 0.8 | 1.9 | 2.1 | 1.5 |