Image Classification on ImageIDC (test)
92.1AccuracyFull
Evaluation results
| Method | Links | |
|---|---|---|
| FullIPC=20, Architecture=ResNetAP-102026.06 | 92.1 | |
| MGD^3 + DIVERIPC=502026.05 | 73.9 | |
| TGDDIPC=50, Architecture=ResNetAP-102026.06 | 73.1 | |
| MGD3+EVLFIPC=50, Test Model=ResNetAP-102026.03 | 72.7 | |
| D4M+EVLFIPC=50, Test Model=ResNetAP-102026.03 | 72.1 | |
| MGD^3IPC=502026.05 | 72.1 | |
| MGD3IPC=50, Architecture=ResNetAP-102026.06 | 72.1 | |
| EDITSIPC=50, Backbone=ResNetAP-102025.09 | 71.8 | |
| MGD3IPC=50, Test Model=ResNetAP-102026.03 | 71 | |
| Minimax-OursIPC=502026.06 | 70.8 | |
| VLCPIPC=50, Backbone=ResNetAP-102025.09 | 70.7 | |
| MinimaxIPC=502026.06 | 69.6 | |
| MiniMaxIPC=50, Architecture=ResNetAP-102026.06 | 69.6 | |
| MinimaxIPC=50, Test Model=ResNetAP-102026.03 | 69.4 | |
| MinimaxIPC=50, Backbone=ResNetAP-102025.09 | 69.4 | |
| DMIPC=50, Test Model=ResNetAP-102026.03 | 69.1 | |
| D4MIPC=50, Backbone=ResNetAP-102025.09 | 69.1 | |
| RandomIPC=50, Test Model=ResNetAP-102026.03 | 68.1 | |
| RandomIPC=50, Backbone=ResNetAP-102025.09 | 68.1 | |
| RandomIPC=502026.06 | 68.1 | |
| RandomIPC=50, Architecture=ResNetAP-102026.06 | 68.1 | |
| D4MIPC=50, Test Model=ResNetAP-102026.03 | 67.8 | |
| DiT-OursIPC=502026.06 | 67.8 | |
| D^4M + DIVERIPC=502026.05 | 67.4 | |
| Minimax-OursIPC=202026.06 | 65.3 | |
| DiTIPC=50, Test Model=ResNetAP-102026.03 | 64.3 | |
| DiTIPC=50, Backbone=ResNetAP-102025.09 | 64.3 | |
| DiTIPC=502026.06 | 64.3 | |
| DiTIPC=50, Architecture=ResNetAP-102026.06 | 64.3 | |
| MGD3+EVLFIPC=20, Test Model=ResNetAP-102026.03 | 64.1 | |
| TGDDIPC=20, Architecture=ResNetAP-102026.06 | 63.4 | |
| MGD^3 + DIVERIPC=202026.05 | 63 | |
| D^4MIPC=502026.05 | 62.7 | |
| DiT-OursIPC=202026.06 | 62.7 | |
| D4M+EVLFIPC=20, Test Model=ResNetAP-102026.03 | 62 | |
| MGD^3IPC=202026.05 | 61.9 | |
| MGD3IPC=20, Architecture=ResNetAP-102026.06 | 61.9 | |
| MGD3IPC=20, Test Model=ResNetAP-102026.03 | 61.7 | |
| EDITSIPC=20, Backbone=ResNetAP-102025.09 | 61.5 | |
| VLCPIPC=20, Backbone=ResNetAP-102025.09 | 60.4 | |
| MinimaxIPC=20, Test Model=ResNetAP-102026.03 | 59.1 | |
| MinimaxIPC=20, Backbone=ResNetAP-102025.09 | 59.1 | |
| MinimaxIPC=202026.06 | 59 | |
| MiniMaxIPC=20, Architecture=ResNetAP-102026.06 | 59 | |
| DiTIPC=20, Test Model=ResNetAP-102026.03 | 58.9 | |
| DiTIPC=20, Backbone=ResNetAP-102025.09 | 58.9 | |
| D^4M + DIVERIPC=202026.05 | 58.9 | |
| DiTIPC=202026.06 | 58.9 | |
| DiTIPC=20, Architecture=ResNetAP-102026.06 | 58.9 | |
| DMIPC=20, Test Model=ResNetAP-102026.03 | 58.5 | |
| D4M+EVLFIPC=10, Test Model=ResNetAP-102026.03 | 57.3 | |
| TGDDIPC=10, Architecture=ResNetAP-102026.06 | 57.1 | |
| MGD^3 + DIVERIPC=102026.05 | 56.6 | |
| DiT-OursIPC=102026.06 | 56.6 | |
| EDITSIPC=10, Backbone=ResNetAP-102025.09 | 56.5 | |
| MGD3+EVLFIPC=10, Test Model=ResNetAP-102026.03 | 56.3 | |
| D4MIPC=20, Test Model=ResNetAP-102026.03 | 56.3 | |
| MGD^3IPC=102026.05 | 55.9 | |
| MGD3IPC=10, Architecture=ResNetAP-102026.06 | 55.9 | |
| D4MIPC=20, Backbone=ResNetAP-102025.09 | 55.8 | |
| VLCPIPC=10, Backbone=ResNetAP-102025.09 | 55.7 | |
| D^4MIPC=202026.05 | 55.5 | |
| MGD3IPC=10, Test Model=ResNetAP-102026.03 | 55 | |
| Minimax-OursIPC=102026.06 | 54.8 | |
| DiTIPC=10, Test Model=ResNetAP-102026.03 | 54.1 | |
| DiTIPC=10, Backbone=ResNetAP-102025.09 | 54.1 | |
| DiTIPC=102026.06 | 54.1 | |
| DiTIPC=10, Architecture=ResNetAP-102026.06 | 54.1 | |
| D^4M + DIVERIPC=102026.05 | 53.7 | |
| MinimaxIPC=102026.06 | 53.1 | |
| MiniMaxIPC=10, Architecture=ResNetAP-102026.06 | 53.1 | |
| DMIPC=10, Test Model=ResNetAP-102026.03 | 52.8 | |
| RandomIPC=20, Test Model=ResNetAP-102026.03 | 52.5 | |
| RandomIPC=20, Backbone=ResNetAP-102025.09 | 52.5 | |
| RandomIPC=202026.06 | 52.5 | |
| RandomIPC=20, Architecture=ResNetAP-102026.06 | 52.5 | |
| D^4MIPC=102026.05 | 52.3 | |
| MinimaxIPC=10, Test Model=ResNetAP-102026.03 | 51.9 | |
| MinimaxIPC=10, Backbone=ResNetAP-102025.09 | 51.9 | |
| D4MIPC=10, Backbone=ResNetAP-102025.09 | 50.3 | |
| RandomIPC=10, Test Model=ResNetAP-102026.03 | 48.1 | |
| RandomIPC=10, Backbone=ResNetAP-102025.09 | 48.1 | |
| RandomIPC=102026.06 | 48.1 | |
| RandomIPC=10, Architecture=ResNetAP-102026.06 | 48.1 | |
| D4MIPC=10, Test Model=ResNetAP-102026.03 | 47.7 |