ProtTrans: Towards Cracking the Language of Life's Code Through Self-Supervised Deep Learning and High Performance Computing

Benchmark Model Rank Results
protein-secondary-structure-prediction-on-casp12ProtT5-XL-UniRef50#1Q3: 0.81Q8: 0.70
protein-secondary-structure-prediction-on-casp12ProtT5-XL-BFD#2Q3: 0.77Q8: 0.66
protein-secondary-structure-prediction-on-casp12ProtBert-BFD#3Q3: 0.76Q8: 0.65
protein-secondary-structure-prediction-on-cb513ProtT5-XL-UniRef50#4Q8: 0.74Q3: 0.86
protein-secondary-structure-prediction-on-cb513ProtT5-XL-BFD#5Q8: 0.71Q3: 0.84
protein-secondary-structure-prediction-on-cb513ProtBert-BFD#6Q8: 0.7Q3: 0.83
protein-secondary-structure-prediction-on-ts115ProtT5-XL-UniRef50#1Q3: 0.87Q8: 0.77
protein-secondary-structure-prediction-on-ts115ProtT5-XL-BFD#2Q3: 0.85Q8: 0.74
protein-secondary-structure-prediction-on-ts115ProtBert-BFD#3Q3: 0.84Q8: 0.73