Protein Design On Cath 4 2

Metrics

Perplexity

Sequence Recovery %(All)

Results

Performance results of various models on this benchmark

			Paper Title
GraphTrans	6.63	35.82	Knowledge-Design: Pushing the Limit of Protein Design via Knowledge Refinement
StructGNN	6.4	35.91	Knowledge-Design: Pushing the Limit of Protein Design via Knowledge Refinement
AlphaDesign	6.3	41.31	Knowledge-Design: Pushing the Limit of Protein Design via Knowledge Refinement
GCA	6.05	37.64	Knowledge-Design: Pushing the Limit of Protein Design via Knowledge Refinement
GVP	5.36	39.47	Knowledge-Design: Pushing the Limit of Protein Design via Knowledge Refinement
ProteinMPNN	4.61	45.96	Knowledge-Design: Pushing the Limit of Protein Design via Knowledge Refinement
PiFold	4.55	51.66	Knowledge-Design: Pushing the Limit of Protein Design via Knowledge Refinement
Knowledge-Design	3.46	60.77	Knowledge-Design: Pushing the Limit of Protein Design via Knowledge Refinement

0 of 8 row(s) selected.

Protein Design On Cath 4 2

Metrics

Perplexity

Sequence Recovery %(All)

Results

Performance results of various models on this benchmark

			Paper Title
GraphTrans	6.63	35.82	Knowledge-Design: Pushing the Limit of Protein Design via Knowledge Refinement
StructGNN	6.4	35.91	Knowledge-Design: Pushing the Limit of Protein Design via Knowledge Refinement
AlphaDesign	6.3	41.31	Knowledge-Design: Pushing the Limit of Protein Design via Knowledge Refinement
GCA	6.05	37.64	Knowledge-Design: Pushing the Limit of Protein Design via Knowledge Refinement
GVP	5.36	39.47	Knowledge-Design: Pushing the Limit of Protein Design via Knowledge Refinement
ProteinMPNN	4.61	45.96	Knowledge-Design: Pushing the Limit of Protein Design via Knowledge Refinement
PiFold	4.55	51.66	Knowledge-Design: Pushing the Limit of Protein Design via Knowledge Refinement
Knowledge-Design	3.46	60.77	Knowledge-Design: Pushing the Limit of Protein Design via Knowledge Refinement

0 of 8 row(s) selected.