Multi-class Classification on Age sberbank-sirius-lesson (test)
64AccuracyCoLES + Loss
Evaluation results
| Method | Links | |
|---|---|---|
| CoLES + LossBase SSL Backbone=CoLES, Graph Integration Strategy=Loss2026.04 | 64 | |
| CoLES + GrEmbSAGEBase SSL Backbone=CoLES, Graph Integration Strategy=GrEmbSAGE2026.04 | 63.8 | |
| CoLES + GrEmbAdjBase SSL Backbone=CoLES, Graph Integration Strategy=GrEmbAdj2026.04 | 63.8 | |
| CoLESBase SSL Backbone=CoLES2026.04 | 63.7 | |
| BT + GrEmbSAGEBase SSL Backbone=BT, Graph Integration Strategy=GrEmbSAGE2026.04 | 63.7 | |
| BT + LossBase SSL Backbone=BT, Graph Integration Strategy=Loss2026.04 | 63.6 | |
| BTBase SSL Backbone=BT2026.04 | 63.4 | |
| CPCBase SSL Backbone=CPC2026.04 | 60.2 | |
| TabformerBase SSL Backbone=Tabformer2026.04 | 60.1 | |
| GPTBase SSL Backbone=GPT2026.04 | 58.9 | |
| Popular classBase SSL Backbone=N/A2026.04 | 25.2 | |
| Adj. matrixBase SSL Backbone=N/A2026.04 | 25.2 |