Image Classification on VLCS GINIDG setting (test)
78Average AccuracyNDCL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| NDCLSetting=GINIDG2026.01 | 78 | 77.8 | 66 | 61.9 | |
| PGradSetting=GINIDG2026.01 | 77.6 | 78.2 | 63.5 | 60.3 | |
| FishSetting=GINIDG2026.01 | 77.3 | 78.3 | 62.8 | 61.4 | |
| DANNSetting=GINIDG2026.01 | 76.7 | 75.9 | 65 | 62.8 | |
| IRMSetting=GINIDG2026.01 | 76.6 | 76.8 | 61.9 | 58.1 | |
| BoDASetting=GINIDG2026.01 | 76.3 | 76.8 | 62.3 | 62.8 | |
| MMDSetting=GINIDG2026.01 | 76.2 | 76.5 | 62 | 57.5 | |
| FishrSetting=GINIDG2026.01 | 76.2 | 75.5 | 66.5 | 63.7 | |
| CORALSetting=GINIDG2026.01 | 75.8 | 76.7 | 63.1 | 60.8 | |
| SagNetSetting=GINIDG2026.01 | 75.8 | 76.9 | 58.9 | 59 | |
| GroupDROSetting=GINIDG2026.01 | 75.7 | 75.1 | 65.2 | 60.8 | |
| MLDGSetting=GINIDG2026.01 | 75.7 | 74.4 | 62.7 | 62.5 | |
| TCRISetting=GINIDG2026.01 | 75.6 | 74.2 | 64.9 | 58.7 | |
| FocalSetting=GINIDG2026.01 | 75.3 | 76.1 | 60.1 | 57.4 | |
| RDMSetting=GINIDG2026.01 | 75 | 74.7 | 61.3 | 57.6 | |
| EQRMSetting=GINIDG2026.01 | 74.5 | 75 | 64.5 | 57.9 | |
| LDAMSetting=GINIDG2026.01 | 74.5 | 73.6 | 61 | 61.1 | |
| SAMALTDGSetting=GINIDG2026.01 | 74.5 | 72.5 | 66.4 | 64.3 | |
| ERMSetting=GINIDG2026.01 | 74.4 | 73.6 | 66 | 58.6 | |
| ReWeightSetting=GINIDG2026.01 | 74.4 | 72.7 | 63.1 | 62.8 | |
| MixupSetting=GINIDG2026.01 | 74.3 | 75.7 | 54.7 | 55.7 | |
| GINIDGSetting=GINIDG2026.01 | 74.3 | 73.7 | 60.7 | 58.7 | |
| VRExSetting=GINIDG2026.01 | 73.7 | 73.8 | 63.3 | 61.3 | |
| BSoftmaxSetting=GINIDG2026.01 | 73 | 69.9 | 66.2 | 68.7 |