All Competitors
Every biological foundation model, evaluated and ranked by the bio.rodeo team
Showing 1–4 of 4 filtered models
SELFormerMM
38—Multimodal molecular foundation model fusing SELFIES, 2D graphs, text, and knowledge graphs via contrastive pretraining for property prediction.
Small molecule55OpennessMolecular reasoning model built on DeepSeek-7B, using chain-of-thought and reinforcement learning for property prediction, generation, and reactions.
Small moleculeLanguage model21OpennessMolDeBERTa
45916SMILES molecular encoder on a DeBERTaV2 backbone, pretrained on 123M PubChem molecules with physicochemical and structural-similarity objectives.
Small molecule25OpennessKnowMol
9391—Institute of Computing Technology, Chinese Academy of SciencesOctober 22, 2025cheminformaticsde_novo_designgraph_neural_network+6Multimodal molecular large language model grounding molecule understanding and generation in fine-grained, multi-level chemical knowledge.
Small moleculeLanguage model69Openness