Image Classification on CIFAR-10 (Calibration)
0.05Brier ScoreFL2oRA-vision
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FL2oRA-visionCalibration Protocol=None2025.12 | 0.05 | 0.09 | |
| FL2oRACalibration Protocol=None2025.12 | 0.05 | 0.1 | |
| FL2oRA-visionCalibration Protocol=DCA2025.12 | 0.05 | 0.09 | |
| FL2oRACalibration Protocol=DCA2025.12 | 0.05 | 0.09 | |
| FL2oRA-visionCalibration Protocol=MDCA2025.12 | 0.05 | 0.09 | |
| FL2oRACalibration Protocol=MDCA2025.12 | 0.05 | 0.09 | |
| FedOTPCalibration Protocol=None2025.12 | 0.09 | 0.2 | |
| FedOTPCalibration Protocol=DCA2025.12 | 0.09 | 0.2 | |
| FedOTPCalibration Protocol=MDCA2025.12 | 0.09 | 0.2 | |
| FedPHACalibration Protocol=None2025.12 | 0.1 | 0.2 | |
| FedPHACalibration Protocol=DCA2025.12 | 0.1 | 0.2 | |
| FedPHACalibration Protocol=MDCA2025.12 | 0.1 | 0.2 | |
| FL2oRA-textCalibration Protocol=None2025.12 | 0.11 | 0.23 | |
| FL2oRA-textCalibration Protocol=DCA2025.12 | 0.11 | 0.23 | |
| FL2oRA-textCalibration Protocol=MDCA2025.12 | 0.11 | 0.23 | |
| PromptFLCalibration Protocol=None2025.12 | 0.12 | 0.23 | |
| PromptFLCalibration Protocol=DCA2025.12 | 0.12 | 0.24 | |
| PromptFLCalibration Protocol=MDCA2025.12 | 0.12 | 0.23 | |
| FedPGPCalibration Protocol=None2025.12 | 0.13 | 0.28 | |
| FedPGPCalibration Protocol=DCA2025.12 | 0.13 | 0.28 | |
| FedPGPCalibration Protocol=MDCA2025.12 | 0.14 | 0.3 | |
| ZS-CLIPCalibration Protocol=None2025.12 | 0.17 | 0.37 |