TCR-epitope variant ranking on BATCAVE
0.223Pearson Correlation CoefficientLOGICA-TCR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LOGICA-TCRmutation_direction=Peptide mutations, method_description=TCR-anchored token scoring, native_generative_interface=true2026.06 | 0.223 | 0.17 | |
| LOGICA-Dualmutation_direction=Peptide mutations, method_description=dual-anchor token scoring, native_generative_interface=true2026.06 | 0.177 | 0.132 | |
| TULIP-TCRmutation_direction=Peptide mutations, method_description=generative MLM, native_generative_interface=true2026.06 | 0.16 | 0.12 | |
| LOGICA-Pepmutation_direction=Peptide mutations, method_description=peptide-anchored token scoring, native_generative_interface=true2026.06 | 0.144 | 0.109 | |
| ImRexmutation_direction=Peptide mutations, method_description=classifier head2026.06 | 0.089 | 0.102 | |
| TEIMmutation_direction=Peptide mutations, method_description=classifier head2026.06 | 0.076 | 0.053 | |
| iTCepmutation_direction=Peptide mutations, method_description=classifier head2026.06 | 0.07 | 0.162 | |
| LOGIMLMmutation_direction=Peptide mutations, method_description=continued MLM, native_generative_interface=true2026.06 | 0.063 | 0 | |
| EPACTmutation_direction=Peptide mutations, method_description=embedding contrastive2026.06 | 0.037 | 0.016 | |
| TCR-T5mutation_direction=Peptide mutations, method_description=generative MLM, native_generative_interface=true2026.06 | 0.032 | 0.027 | |
| ERGO-IImutation_direction=Peptide mutations, method_description=classifier head2026.06 | -0.029 | -0.044 |