Pathological Image Classification on TCGA melanoma (test)
0.6477F1 ScoreSimTriplet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SimTripletUnlabeled Images=79k, Paired Inputs=true2021.03 | 0.6477 | 0.7171 | |
| SimSiamUnlabeled Images=79k, Paired Inputs=false, Iteration variant=22021.03 | 0.6275 | 0.6958 | |
| SimSiamUnlabeled Images=79k, Paired Inputs=false, Iteration variant=12021.03 | 0.6267 | 0.6988 | |
| MICLEUnlabeled Images=79k, Paired Inputs=true, Backbone Adjustment=Replaced SimCLR with SimSiam2021.03 | 0.5856 | 0.6666 | |
| SimSiamUnlabeled Images=39.5k, Paired Inputs=false2021.03 | 0.5421 | 0.5735 | |
| SupervisedUnlabeled Images=0, Paired Inputs=false2021.03 | 0.5146 | 0.6113 |