TCR-epitope variant ranking on ePytope n = 26
0.296Pearson CorrelationLOGICA-TCR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LOGICA-TCRmutation_direction=Peptide mutations, method_description=TCR-anchored token scoring, native_generative_interface=true2026.06 | 0.296 | 0.229 | |
| LOGICA-Dualmutation_direction=Peptide mutations, method_description=dual-anchor token scoring, native_generative_interface=true2026.06 | 0.227 | 0.18 | |
| LOGICA-Pepmutation_direction=Peptide mutations, method_description=peptide-anchored token scoring, native_generative_interface=true2026.06 | 0.176 | 0.147 | |
| TULIP-TCRmutation_direction=Peptide mutations, method_description=generative MLM, native_generative_interface=true2026.06 | 0.162 | 0.123 | |
| iTCepmutation_direction=Peptide mutations, method_description=classifier head2026.06 | 0.094 | 0.207 | |
| ImRexmutation_direction=Peptide mutations, method_description=classifier head2026.06 | 0.089 | 0.094 | |
| TEIMmutation_direction=Peptide mutations, method_description=classifier head2026.06 | 0.051 | 0.041 | |
| LOGIMLMmutation_direction=Peptide mutations, method_description=continued MLM, native_generative_interface=true2026.06 | 0.039 | -0.04 | |
| TCR-T5mutation_direction=Peptide mutations, method_description=generative MLM, native_generative_interface=true2026.06 | 0.028 | 0.023 | |
| EPACTmutation_direction=Peptide mutations, method_description=embedding contrastive2026.06 | 0.016 | 0.047 | |
| ERGO-IImutation_direction=Peptide mutations, method_description=classifier head2026.06 | -0.007 | -0.031 |