TCR-epitope variant ranking on ATLAS-TCR (n = 7)
0.189Pearson Correlation CoefficientImRex
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ImRexmutation_direction=TCR mutations, method_description=classifier head2026.06 | 0.189 | 0.162 | |
| EPACTmutation_direction=TCR mutations, method_description=embedding contrastive2026.06 | 0.179 | 0.257 | |
| LOGICA-Pepmutation_direction=TCR mutations, method_description=peptide-anchored token scoring, native_generative_interface=true2026.06 | 0.131 | 0.287 | |
| ERGO-IImutation_direction=TCR mutations, method_description=classifier head2026.06 | 0.128 | 0.141 | |
| TCR-T5mutation_direction=TCR mutations, method_description=generative MLM, native_generative_interface=true2026.06 | 0.091 | 0.098 | |
| LOGIMLMmutation_direction=TCR mutations, method_description=continued MLM, native_generative_interface=true2026.06 | 0.087 | -0.017 | |
| LOGICA-Dualmutation_direction=TCR mutations, method_description=dual-anchor token scoring, native_generative_interface=true2026.06 | 0.046 | 0.188 | |
| iTCepmutation_direction=TCR mutations, method_description=classifier head2026.06 | 0.026 | 0.162 | |
| LOGICA-TCRmutation_direction=TCR mutations, method_description=TCR-anchored token scoring, native_generative_interface=true2026.06 | -0.017 | -0.115 | |
| TULIP-TCRmutation_direction=TCR mutations, method_description=generative MLM, native_generative_interface=true2026.06 | -0.023 | 0.034 | |
| TEIMmutation_direction=TCR mutations, method_description=classifier head2026.06 | -0.124 | -0.029 |