OGB-Products Node ogbn-products Leaderboard
Node classification on the Amazon co-purchasing network (2.4M products, 47 categories) — a large-scale node-property benchmark. · Metric: Accuracy (higher is better) · 🟢 Updated 2h ago
| # | Model | Accuracy | Paper |
|---|---|---|---|
| 1 | GLEM+GIANT+SAGN+SCR | 0.87 | — |
| 2 | LD+GIANT+SAGN+SCR | 0.87 | — |
| 3 | GraDBERT+GIANT & SAGN+SLE+CnS | 0.87 | — |
| 4 | GIANT-XRT+R-SAGN+SCR+C&S | 0.87 | — |
| 5 | GIANT-XRT+SAGN+SCR+C&S | 0.87 | — |
| 6 | GIANT-XRT+SAGN+MCR+C&S | 0.87 | — |
| 7 | GIANT-XRT+SAGN+SCR | 0.87 | — |
| 8 | GIANT-XRT+SAGN+MCR | 0.87 | — |
| 9 | LD+GAMLP | 0.86 | — |
| 10 | GIANT-XRT+SAGN+SLE+C&S (use raw text) | 0.86 | — |
| 11 | GIANT-XRT+SAGN+SLE (use raw text) | 0.86 | — |
| 12 | GIANT-XRT+GAMLP+MCR | 0.86 | — |
| 13 | GAMLP+RLU+SCR+C&S | 0.85 | — |
| 14 | GAMLP+RLU+SCR | 0.85 | — |
| 15 | SAGN+SLE (4 stages)+C&S | 0.85 | — |
| 16 | SAGN+SLE (4 stages) | 0.85 | — |
| 17 | GAMLP+MCR | 0.85 | — |
| 18 | GAMLP+RLU | 0.85 | — |
| 19 | Spec-MLP-Wide + C&S | 0.85 | — |
| 20 | SAGN+MCR | 0.84 | — |
| 21 | SAGN+SLE | 0.84 | — |
| 22 | MLP + C&S | 0.84 | — |
| 23 | GIANT-XRT+GraphSAINT(use raw text) | 0.84 | — |
| 24 | GraphSAGE | 0.84 | — |
| 25 | Polynormer | 0.84 | — |
| 26 | GAMLP | 0.84 | — |
| 27 | AGDN | 0.83 | — |
| 28 | RevGNN-112 | 0.83 | — |
| 29 | Linear + C&S | 0.83 | — |
| 30 | UniMP | 0.83 | — |