Molecular classification on Task 19
61.2Accuracy (ACC)TITAN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TITANsetting=linear probing (logistic regression), validation set=without2026.02 | 61.2 | 73.2 | |
| CAREsetting=linear probing (logistic regression), validation set=without2026.02 | 58.7 | 65.8 | |
| FEATHERsetting=linear probing (logistic regression), validation set=without2026.02 | 58.1 | 58.2 | |
| Mean-poolsetting=linear probing (logistic regression), validation set=without2026.02 | 57.5 | 62.6 | |
| CHIEFsetting=linear probing (logistic regression), validation set=without2026.02 | 56.4 | 65 | |
| TANGLEsetting=linear probing (logistic regression), validation set=without2026.02 | 56.4 | 73.8 | |
| GigaPathsetting=linear probing (logistic regression), validation set=without2026.02 | 55.2 | 60.1 | |
| PRISMsetting=linear probing (logistic regression), validation set=without2026.02 | 54 | 59.5 | |
| Mean-poolevaluation_protocol=linear probing (kNN), validation_set=none2026.02 | 51.9 | 63.7 | |
| TITANevaluation_protocol=linear probing (kNN), validation_set=none2026.02 | 51.4 | 64.5 | |
| TANGLEevaluation_protocol=linear probing (kNN), validation_set=none2026.02 | 50.7 | 65.4 | |
| CAREevaluation_protocol=linear probing (kNN), validation_set=none2026.02 | 50.5 | 63.2 | |
| PRISMevaluation_protocol=linear probing (kNN), validation_set=none2026.02 | 50.2 | 63.8 | |
| GigaPathevaluation_protocol=linear probing (kNN), validation_set=none2026.02 | 50.1 | 58.5 | |
| CHIEFevaluation_protocol=linear probing (kNN), validation_set=none2026.02 | 50 | 50.5 | |
| FEATHERevaluation_protocol=linear probing (kNN), validation_set=none2026.02 | 49.9 | 68.9 |