Gene Expression Prediction on HER2+
0.87MSESTAMP_Con
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| STAMP_ConTrain. Param.=1.44M, linear probing=false2026.02 | 0.87 | 0.279 | 0.266 | |
| STAMP_RegTrain. Param.=9.32M, linear probing=true2026.02 | 0.904 | 0.267 | 0.248 | |
| GigaPathTrain. Param.=17.13M, linear probing=true2026.02 | 0.916 | 0.253 | 0.235 | |
| mSTARTrain. Param.=9.32M, linear probing=true2026.02 | 0.918 | 0.26 | 0.235 | |
| GPFMTrain. Param.=9.32M, linear probing=true2026.02 | 0.922 | 0.258 | 0.237 | |
| Hoptimus0Train. Param.=17.13M, linear probing=true2026.02 | 0.926 | 0.252 | 0.233 | |
| UNITrain. Param.=9.32M, linear probing=true2026.02 | 0.93 | 0.245 | 0.226 | |
| CHIEFTrain. Param.=6.21M, linear probing=true2026.02 | 0.959 | 0.228 | 0.213 | |
| mclSTExpTrain. Param.=130.46M, linear probing=false2026.02 | 0.969 | 0.225 | 0.192 | |
| BLEEPTrain. Param.=25.45M, linear probing=false2026.02 | 1.002 | 0.21 | 0.203 | |
| CONCHTrain. Param.=3.62M, linear probing=true2026.02 | 1.04 | 0.209 | 0.194 | |
| TRIPLEXTrain. Param.=95.20M, linear probing=false2026.02 | 1.073 | 0.217 | 0.21 | |
| His2STTrain. Param.=93.07M, linear probing=false2026.02 | 1.084 | 0.072 | 0.066 | |
| OmiCLIPTrain. Param.=3.62M, linear probing=true2026.02 | 1.11 | 0.18 | 0.16 | |
| EGNTrain. Param.=146.02M, linear probing=false2026.02 | 1.112 | 0.143 | 0.128 | |
| STNetTrain. Param.=12.08M, linear probing=false2026.02 | 1.19 | 0.171 | 0.159 |