| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| TCGA-GBMLGG | HFGPI | C-index0.873 | 44 | 20d ago | |
| TCGA-LUSC | mSTAR | C-index0.6323 | 38 | 1mo ago | |
| UCEC TCGA (5-fold cross-validation) | 2DMambaMIL | C-Index0.7536 | 28 | 1mo ago | |
| TCGA BLCA (test) | HEALNet | C-Index0.668 | 28 | 1mo ago | |
| TCGA (test) | BayesianMultisurv | C-Index0.752 | 24 | 15d ago | |
| HPV+ OPC patients 55-patient (test) | Log-rank p-value1.61 | 18 | 5d ago | ||
| SEER (test) | SurvivalBoost | IBS (Primary)0.0584 | 18 | 1mo ago | |
| Framingham (test) | IBS Primary0.0814 | 18 | 1mo ago | ||
| PBC (test) | SurvivalBoost | IBS (Primary)0.0898 | 18 | 1mo ago | |
| TCGA KIRP (test) | MARBLE | C-Index0.8184 | 18 | 1mo ago | |
| TCGA-SKCM | Shazam | C-index0.657 | 16 | 1mo ago | |
| TCGA cohort | Proposed Method (Student LLM) | Hidden-state Ctd0.774 | 15 | 25d ago | |
| TCGA-LUAD (test) | CURE | C-index0.752 | 15 | 1mo ago | |
| CRC | PTCMIL | C-Index0.738 | 15 | 1mo ago | |
| METABRIC (test) | CURE | C^td0.669 | 13 | 17d ago | |
| TCGA 20% (val) | MMSF | BLCA Score0.7024 | 12 | 1mo ago | |
| SUPPORT (5-fold cross-validation) | DeepHit | Concordance Index0.639 | 11 | 1mo ago | |
| METABRIC (5-fold cross-validation) | DeepHit | C-Index0.675 | 11 | 1mo ago | |
| SUPPORT (5-fold cross-val) | Cox-Time | Integrated Brier Score0.212 | 11 | 1mo ago | |
| Rot. & GBSG (5-fold cross-val) | Integrated Brier Score0.169 | 11 | 1mo ago | ||
| NWTCO (5-fold cross-val) | Integrated Brier Score0.0738 | 11 | 1mo ago | ||
| METABRIC (5-fold cross-val) | Logistic-Hazard | Integrated Brier Score0.172 | 11 | 1mo ago | |
| FLCHAIN (5-fold cross-validation) | Integrated Brier Score0.0917 | 11 | 1mo ago | ||
| SEER | Zero-Order-DC (COX) | C-index0.732 | 10 | 17d ago | |
| UK Biobank Diabetes | XGB | C-index80.2 | 10 | 1mo ago |
