Molecular classification on Task 18
68.3AccuracyCHIEF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CHIEFevaluation_protocol=linear probing (kNN), validation_set=none2026.02 | 68.3 | 77.3 | |
| TANGLEsetting=linear probing (logistic regression), validation set=without2026.02 | 67.9 | 76.3 | |
| GigaPathevaluation_protocol=linear probing (kNN), validation_set=none2026.02 | 66.8 | 73.7 | |
| PRISMevaluation_protocol=linear probing (kNN), validation_set=none2026.02 | 66.5 | 76.4 | |
| CAREevaluation_protocol=linear probing (kNN), validation_set=none2026.02 | 66.5 | 67.9 | |
| Mean-poolevaluation_protocol=linear probing (kNN), validation_set=none2026.02 | 65.8 | 72.6 | |
| TANGLEevaluation_protocol=linear probing (kNN), validation_set=none2026.02 | 64.7 | 75.9 | |
| CAREsetting=linear probing (logistic regression), validation set=without2026.02 | 62.4 | 69.6 | |
| PRISMsetting=linear probing (logistic regression), validation set=without2026.02 | 61.9 | 68.1 | |
| GigaPathsetting=linear probing (logistic regression), validation set=without2026.02 | 61.9 | 62.2 | |
| TITANevaluation_protocol=linear probing (kNN), validation_set=none2026.02 | 59.8 | 61.6 | |
| TITANsetting=linear probing (logistic regression), validation set=without2026.02 | 58.9 | 68 | |
| CHIEFsetting=linear probing (logistic regression), validation set=without2026.02 | 57.8 | 67.7 | |
| FEATHERsetting=linear probing (logistic regression), validation set=without2026.02 | 56.8 | 60.8 | |
| FEATHERevaluation_protocol=linear probing (kNN), validation_set=none2026.02 | 55.7 | 59 | |
| Mean-poolsetting=linear probing (logistic regression), validation set=without2026.02 | 55.6 | 56.8 |