SOTAVerified

Protein Function Prediction

For GO terms prediction, given the specific function prediction instruction and a protein sequence, models characterize the protein functions using the GO terms presented in three different domains (cellular component, biological process, and molecular function).

Papers

Showing 2130 of 79 papers

TitleStatusHype
Hierarchical Multi-Label Classification Networks0
HeMeNet: Heterogeneous Multichannel Equivariant Network for Protein Multitask Learning0
A Vectorization Method Induced By Maximal Margin Classification For Persistent Diagrams0
Hierachial Protein Function Prediction with Tails-GNNs0
Hypergraph and protein function prediction with gene expression data0
Hashing for Protein Structure Similarity Search0
Autoregressive Enzyme Function Prediction with Multi-scale Multi-modality Fusion0
Geometric Self-Supervised Pretraining on 3D Protein Structures using Subgraphs0
GoBERT: Gene Ontology Graph Informed BERT for Universal Gene Function Prediction0
Deep Robust Framework for Protein Function Prediction using Variable-Length Protein Sequences0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GAL 120BROUGE-L0.25Unverified
2GAL 30BROUGE-L0.14Unverified
3GAL 6.7BROUGE-L0.11Unverified
4GAL 1.3BROUGE-L0.07Unverified
5GAL 125MROUGE-L0.06Unverified
#ModelMetricClaimedVerifiedStatus
1GAL 120BROUGE-L0.27Unverified
2GAL 30BROUGE-L0.2Unverified
3GAL 6.7BROUGE-L0.14Unverified
4GAL 1.3BROUGE-L0.08Unverified
5GAL 125MROUGE-L0.07Unverified
#ModelMetricClaimedVerifiedStatus
1GAL 120BROUGE-L0.25Unverified
2GAL 30BROUGE-L0.19Unverified
3GAL 6.7BROUGE-L0.11Unverified
4GAL 1.3BROUGE-L0.08Unverified
5GAL 125MROUGE-L0.06Unverified