Molecular Classification on Task 15
59.8Accuracy (ACC)FEATHER
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FEATHERsetting=linear probing (logistic regression), validation set=without2026.02 | 59.8 | 62.5 | |
| Mean-poolsetting=linear probing (logistic regression), validation set=without2026.02 | 59.1 | 61.7 | |
| TANGLEsetting=linear probing (logistic regression), validation set=without2026.02 | 58.1 | 64.8 | |
| TITANsetting=linear probing (logistic regression), validation set=without2026.02 | 57.9 | 62.3 | |
| CAREsetting=linear probing (logistic regression), validation set=without2026.02 | 57.2 | 61.3 | |
| GigaPathsetting=linear probing (logistic regression), validation set=without2026.02 | 57.1 | 62.8 | |
| CHIEFsetting=linear probing (logistic regression), validation set=without2026.02 | 56.2 | 63.3 | |
| TITANevaluation_protocol=linear probing (kNN), validation_set=none2026.02 | 55.3 | 61.3 | |
| Mean-poolevaluation_protocol=linear probing (kNN), validation_set=none2026.02 | 55.2 | 59.4 | |
| GigaPathevaluation_protocol=linear probing (kNN), validation_set=none2026.02 | 54.7 | 56.7 | |
| CHIEFevaluation_protocol=linear probing (kNN), validation_set=none2026.02 | 54.4 | 56.1 | |
| CAREevaluation_protocol=linear probing (kNN), validation_set=none2026.02 | 54.3 | 61.3 | |
| TANGLEevaluation_protocol=linear probing (kNN), validation_set=none2026.02 | 53.3 | 57.5 | |
| FEATHERevaluation_protocol=linear probing (kNN), validation_set=none2026.02 | 53.2 | 59.2 | |
| PRISMsetting=linear probing (logistic regression), validation set=without2026.02 | 51.9 | 53.9 | |
| PRISMevaluation_protocol=linear probing (kNN), validation_set=none2026.02 | 50.9 | 51.2 |