Image Classification on X-TAIL Transfer
81.5Accuracy (Caltech)MoRAM
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MoRAMProtocol=Last2025.06 | 81.5 | 37.7 | 70.7 | 92.4 | 95 | 86 | 97.6 | 92.6 | 81 | 74.7 | 80.9 | |
| SD-LoRAProtocol=Last2025.06 | 79.9 | 19.7 | 59.9 | 86.2 | 87.9 | 82.6 | 94.9 | 91.9 | 64.8 | 74.8 | 74.3 | |
| NoRGaProtocol=Last2025.06 | 78.5 | 26.6 | 43.2 | 76.7 | 73.9 | 82.7 | 82.8 | 88.2 | 65 | 72.6 | 69 | |
| MoRAMProtocol=Transfer2025.06 | 74.5 | — | 38.1 | 46.9 | 65.3 | 82.9 | 45.8 | 88.2 | 65.1 | 62.9 | 63.3 | |
| SD-LoRAProtocol=Transfer2025.06 | 73.7 | — | 38.4 | 39.7 | 64.7 | 80.6 | 48.3 | 87.6 | 55 | 59.2 | 60.8 | |
| NoRGaProtocol=Transfer2025.06 | 73.1 | — | 32.7 | 43.6 | 64.7 | 82.3 | 42.4 | 87.1 | 64.9 | 60.4 | 61.2 |