Ad CTR Regression on rel-avito
0.32R^2JUICE
Evaluation results
| Method | Links | |
|---|---|---|
| JUICETraining setup=Training-free RFM2026.06 | 0.32 | |
| JUICETraining setup=Training-free RFM, Variant=suppx82026.06 | 0.319 | |
| RTTraining setup=Training from Scratch2026.06 | 0.218 | |
| RelGNNTraining setup=Training from Scratch2026.06 | 0.215 | |
| RDL-GNNTraining setup=Training from Scratch2026.06 | 0.19 | |
| NBFNetTraining setup=Training from Scratch2026.06 | 0.176 | |
| KumoRFMv1Training setup=Training-based (Official)2026.06 | 0.174 | |
| RDB-PFNTraining setup=Pre-trained Prior2026.06 | 0.141 | |
| RelGTTraining setup=Training from Scratch2026.06 | 0.113 | |
| OpenRFMTraining setup=Ours, Variant=tabpfn2026.06 | 0.111 | |
| GemmaTarget DB in pretraining=Maybe, Parameter count=4B, Zero-shot=true2025.10 | 0.09 | |
| GemmaTarget DB in pretraining=Maybe, Parameter count=12B, Zero-shot=true2025.10 | 0.09 | |
| RT (ours)Target DB in pretraining=Yes, Parameter count=22M, Zero-shot=true2025.10 | 0.08 | |
| GriffinTraining setup=Training-based (Official)2026.06 | 0.059 | |
| RT (ours)Target DB in pretraining=No, Parameter count=22M, Zero-shot=true2025.10 | 0.045 | |
| Entity MeanTarget DB in pretraining=No, Parameter count=0, Zero-shot=true2025.10 | 0.034 | |
| GriffinTarget DB in pretraining=No, Parameter count=22M, Zero-shot=true2025.10 | 0.024 | |
| GriffinTarget DB in pretraining=Yes, Parameter count=22M, Zero-shot=true2025.10 | 0.024 | |
| RT-PlurelTraining setup=Pre-trained Prior2026.06 | 0.019 | |
| OpenRFMTraining setup=Ours, Variant=tabicl2026.06 | -0.043 | |
| GemmaTarget DB in pretraining=Maybe, Parameter count=27B, Zero-shot=true2025.10 | -0.082 |