Regression on RelBench v2 (test)
6.021MAE (RateBeer User-Count)RELAGENT
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| RELAGENT2026.05 | 6.021 | 0.462 | 0.548 | 1 | — | — | |
| RelAgentCategory=Supervised2026.07 | 6.021 | 0.462 | — | — | 3.242 | 1.5 | |
| RDBLearn (v1.1)Category=Foundation model, Access=Open-Source2026.07 | 6.87 | 0.459 | — | — | 3.665 | 1.5 | |
| KumoRFM-22026.04 | 7.298 | 0.487 | 0.601 | 1 | — | — | |
| KumoRFM-v2version=v22026.05 | 7.298 | 0.487 | 0.601 | 2 | — | — | |
| KumoRFM-2Category=Foundation model, Access=Closed-Source2026.07 | 7.298 | 0.487 | — | — | 3.893 | 3 | |
| GraphSAGE2026.04 | 7.374 | 0.513 | 0.626 | 2 | — | — | |
| GraphSAGE2026.05 | 7.374 | 0.513 | 0.626 | 3 | — | — | |
| GraphSAGECategory=Supervised2026.07 | 7.374 | 0.513 | — | — | 3.944 | 4 | |
| KumoRFM-12026.04 | 11.063 | 0.518 | 0.712 | 3 | — | — | |
| KumoRFM-v1version=v12026.05 | 11.063 | 0.518 | 0.721 | 4 | — | — | |
| KumoRFM-1Category=Foundation model, Access=Closed-Source2026.07 | 11.063 | 0.518 | — | — | 5.791 | 5 | |
| Entity Median2026.04 | 13.079 | 0.874 | 1.079 | 5 | — | — | |
| Entity Median2026.05 | 13.079 | 0.874 | 1.079 | 5.5 | — | — | |
| Entity MedianCategory=Baseline2026.07 | 13.079 | 0.874 | — | — | 6.977 | 7 | |
| Global Median2026.04 | 15.124 | 0.577 | 0.872 | 4.5 | — | — | |
| Global Median2026.05 | 15.124 | 0.577 | 0.872 | 5.5 | — | — | |
| Global MedianCategory=Baseline2026.07 | 15.124 | 0.577 | — | — | 7.851 | 6.75 | |
| LightGBM2026.04 | 20.35 | 0.577 | 1 | 5 | — | — | |
| LightGBM2026.05 | 20.35 | 0.577 | 1 | 6 | — | — | |
| LightGBMCategory=Supervised2026.07 | 20.35 | 0.577 | — | — | 10.464 | 7.25 |