Image Classification on MEDIC (In-Domain)
81.39Top-1 Accuracy (Damage Severity)XEnt
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| XEntTraining Task=Damage severity2023.07 | 81.39 | 75.71 | 81.76 | 84.48 | |
| XEntTraining Task=Humanitarian2023.07 | 81.32 | 76.52 | 82.1 | 86.41 | |
| XEntTraining Task=Disaster types2023.07 | 81.02 | 78.98 | 82.06 | 86.08 | |
| XEntMulti-Task=true2023.07 | 81.01 | 78.04 | 82.25 | 86.01 | |
| MSCon2023.07 | 81 | 79.14 | 81.69 | 85.15 | |
| SupConTraining Task=Damage severity2023.07 | 80.26 | 75.1 | 80.42 | 84.45 | |
| SupConTraining Task=Disaster types2023.07 | 80.23 | 78.33 | 80.63 | 84.02 | |
| XEntTraining Task=Informative2023.07 | 80.2 | 76.73 | 80.83 | 85.68 | |
| SupConTraining Task=Humanitarian2023.07 | 79.98 | 74.89 | 80.36 | 85.07 | |
| SupConTraining Task=Informative2023.07 | 79.14 | 74.67 | 79.97 | 84.02 | |
| CSN2023.07 | 75.13 | 70.02 | 70.52 | 76.28 | |
| SimCLR2023.07 | 74.9 | 68.5 | 73.89 | 78.67 |