Classification on GLEAM
81.08AccuracyHAMM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HAMMPre-train=SSL, Param=237.52, FLOPs=12.682026.03 | 81.08 | 75.9 | 93.03 | 90.07 | |
| ETSCLPre-train=SCL, Param=94.06, FLOPs=16.532026.03 | 79.08 | 72.52 | 92.73 | 87.31 | |
| ConvNeXt-TPre-train=TL, Param=85.20, FLOPs=13.392026.03 | 79 | 71.58 | 91.87 | 87.83 | |
| CorollaPre-train=SCL, Param=83.90, FLOPs=12.412026.03 | 78.67 | 72.87 | 92.39 | 88.5 | |
| UrFoundPre-train=SSL, Param=65.21, FLOPs=12.752026.03 | 78.67 | 70.67 | 92.49 | 87.86 | |
| MHCAPre-train=TL, Param=248.29, FLOPs=17.632026.03 | 78.16 | 69.97 | 92.28 | 87.14 | |
| MultiMAEPre-train=SSL, Param=86.83, FLOPs=50.422026.03 | 78 | 69.02 | 90.64 | 86.98 | |
| DRIFA-NetPre-train=TL, Param=931.31, FLOPs=88.482026.03 | 77.83 | 69.7 | 92.42 | 86.75 | |
| ViT-SPre-train=TL, Param=65.21, FLOPs=12.752026.03 | 77.75 | 69.62 | 91.79 | 88.03 | |
| ResNet50Pre-train=TL, Param=83.12, FLOPs=12.412026.03 | 77.67 | 70.19 | 92.14 | 87 | |
| ResNet50Pre-train=-, Param=83.12, FLOPs=12.412026.03 | 76.75 | 66.84 | 89.95 | 85.88 |