TCR-epitope variant ranking on ATLAS-PEP n = 10
0.632Pearson Correlation CoefficientLOGICA-TCR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LOGICA-TCRmutation_direction=Peptide mutations, method_description=TCR-anchored token scoring, native_generative_interface=true2026.06 | 0.632 | 0.731 | |
| TULIP-TCRmutation_direction=Peptide mutations, method_description=generative MLM, native_generative_interface=true2026.06 | 0.607 | 0.69 | |
| ImRexmutation_direction=Peptide mutations, method_description=classifier head2026.06 | 0.535 | 0.543 | |
| LOGICA-Dualmutation_direction=Peptide mutations, method_description=dual-anchor token scoring, native_generative_interface=true2026.06 | 0.534 | 0.654 | |
| LOGIMLMmutation_direction=Peptide mutations, method_description=continued MLM, native_generative_interface=true2026.06 | 0.428 | 0.527 | |
| LOGICA-Pepmutation_direction=Peptide mutations, method_description=peptide-anchored token scoring, native_generative_interface=true2026.06 | 0.398 | 0.287 | |
| EPACTmutation_direction=Peptide mutations, method_description=embedding contrastive2026.06 | 0.357 | 0.233 | |
| TEIMmutation_direction=Peptide mutations, method_description=classifier head2026.06 | 0.225 | 0.36 | |
| iTCepmutation_direction=Peptide mutations, method_description=classifier head2026.06 | 0.219 | 0.321 | |
| ERGO-IImutation_direction=Peptide mutations, method_description=classifier head2026.06 | 0.182 | 0.185 | |
| TCR-T5mutation_direction=Peptide mutations, method_description=generative MLM, native_generative_interface=true2026.06 | 0.047 | -0.031 |