Node Classification on Obgn O3k (test)
58.2AccuracyOdin ME
Evaluation Results
| Method | Links | |
|---|---|---|
| Odin MEshot=8-shot, mode=fine-tuned2025.11 | 58.2 | |
| Odin VAshot=8-shot, mode=fine-tuned2025.11 | 57.6 | |
| Odin PGshot=8-shot, mode=fine-tuned2025.11 | 56.6 | |
| PLM+SAGEshot=8-shot, mode=fine-tuned2025.11 | 55.8 | |
| Odin MEshot=8-shot, mode=fine-tuned2025.11 | 54.2 | |
| Odin VAshot=8-shot, mode=fine-tuned2025.11 | 54.1 | |
| PATTONshot=8-shot, mode=fine-tuned2025.11 | 52 | |
| PATTONshot=8-shot, mode=fine-tuned2025.11 | 51.8 | |
| Odin PGshot=8-shot, mode=fine-tuned2025.11 | 51.1 | |
| Odin-Lshot=8-shot, mode=fine-tuned, variant=2,4PG2025.11 | 50.6 | |
| Odin-Lshot=8-shot, mode=fine-tuned, variant=2PG2025.11 | 48.7 | |
| PATTON-PTshot=8-shot, mode=fine-tuned, pretrained=true2025.11 | 48.7 | |
| PATTON-PTshot=8-shot, mode=fine-tuned, pretrained=true2025.11 | 39.1 | |
| Odin-Lshot=8-shot, mode=fine-tuned, variant=2,4PG2025.11 | 37.1 | |
| SciBERTshot=8-shot, mode=fine-tuned2025.11 | 36.1 | |
| Odin-Lshot=8-shot, mode=fine-tuned, variant=2PG2025.11 | 35.1 | |
| PLM+SAGEshot=8-shot, mode=fine-tuned2025.11 | 33.9 | |
| GraphSAGE++shot=8-shot2025.11 | 32.7 | |
| GraphSAGE++shot=8-shot2025.11 | 31.2 | |
| GraphSAGEshot=8-shot2025.11 | 31.1 | |
| GraphSAGEshot=8-shot2025.11 | 30.1 | |
| SciBERTshot=8-shot, mode=fine-tuned2025.11 | 26.4 | |
| ModernBERTshot=8-shot, mode=fine-tuned2025.11 | 22.9 | |
| LinkBERTshot=8-shot, mode=fine-tuned2025.11 | 14.5 | |
| ModernBERTshot=8-shot, mode=fine-tuned2025.11 | 11.7 | |
| LinkBERTshot=8-shot, mode=fine-tuned2025.11 | 9.7 | |
| DistillBERTshot=8-shot, mode=fine-tuned2025.11 | 6.1 | |
| DistillBERTshot=8-shot, mode=fine-tuned2025.11 | 5 |