Slide-level gene expression estimation on TCGA BRCA
0.304PCCSRMambaMIL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SRMambaMILLearning Paradigm=MIL, Feature Extractor=CONCH2026.03 | 0.304 | 0.311 | |
| CPNNLearning Paradigm=MIR, Feature Extractor=CONCH2026.03 | 0.304 | 0.338 | |
| MambaMILLearning Paradigm=MIL, Feature Extractor=CONCH2026.03 | 0.293 | 0.309 | |
| S4MILLearning Paradigm=MIL, Feature Extractor=CONCH2026.03 | 0.292 | 0.301 | |
| ILRALearning Paradigm=MIL, Feature Extractor=CONCH2026.03 | 0.291 | 0.31 | |
| tRNAformerLearning Paradigm=MIR, Feature Extractor=CONCH2026.03 | 0.291 | 0.302 | |
| MOSBYLearning Paradigm=MIR, Feature Extractor=CONCH2026.03 | 0.286 | 0.314 | |
| SEQUOIA VISLearning Paradigm=MIR, Feature Extractor=CONCH2026.03 | 0.285 | 0.295 | |
| AbMILLearning Paradigm=MIL, Feature Extractor=CONCH2026.03 | 0.28 | 0.31 | |
| HE2RNALearning Paradigm=MIR, Feature Extractor=CONCH2026.03 | 0.28 | 0.298 | |
| 2DMambaLearning Paradigm=MIL, Feature Extractor=CONCH2026.03 | 0.276 | 0.286 | |
| AbRegLearning Paradigm=MIR, Feature Extractor=CONCH2026.03 | 0.267 | 0.273 | |
| MeanLearning Paradigm=MIL, Feature Extractor=CONCH2026.03 | 0.247 | 0.263 | |
| MaxLearning Paradigm=MIL, Feature Extractor=CONCH2026.03 | 0.219 | 0.225 |