List your company
ResearchFormerly WizWand

Binary Graph Classification on BBBP (test)

0.769AUC-ROC<SOGk>
0.25940.39170.5240.6563Feb 2, 2026
Updated 8mo ago

Evaluation results

MethodLinks
<SOGk>Backbone=LLaMA3-3B2026.020.769
<SOGk>Backbone=LLaMA2-7B2026.020.664
Galactica-120BProtocol=Zero-shot2026.020.661
Deepseek-R1Protocol=Zero-shot2026.020.636
MolCA-GSBackbone=Non-LLM2026.020.636
MolCA-SBackbone=Non-LLM2026.020.625
GPT-4Protocol=Zero-shot2026.020.615
LLaMA3-3BProtocol=LoRA SFT2026.020.602
LLaMA3-70BProtocol=Zero-shot2026.020.601
GIMLETBackbone=Non-LLM2026.020.594
GPF-AttrMaskingBackbone=Non-LLM2026.020.588
GPT-4oProtocol=Zero-shot2026.020.57
GPF-GCLBackbone=Non-LLM2026.020.565
LLaMA2-7BProtocol=LoRA SFT2026.020.55
LLaMA2-7BProtocol=Soft Prompt2026.020.537
LLaMA2-7BProtocol=Few-shot (Morgan Sim)2026.020.513
LLaMA3-3BProtocol=Zero-shot2026.020.502
LLaMA2-7BProtocol=Zero-shot2026.020.5
LLaMA3-3BProtocol=Few-shot (Morgan Sim)2026.020.497
LLaMA2-7BProtocol=Few-shot (Random)2026.020.494
LLaMA3-3BProtocol=Few-shot (Random)2026.020.465
LLaMA3-3BProtocol=Soft Prompt2026.020.279