Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Protein Sequence Generation research benchmarks · SOTA2 Research

Protein Sequence Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Protein sequences lengths 200-800

Joint policy (ours)

86.43pLDDT

10

Jun 2, 2026

DLM-150M + PAPL

81.48pLDDT

9

Mar 5, 2026

84.94Mean pLDDT

7

Jun 2, 2026

11.258Average Diversity

6

May 27, 2026

4.629Average Diversity

6

May 27, 2026

6.298Average Diversity

6

May 27, 2026

32.517Average Diversity

6

May 27, 2026

12.404Average Diversity

6

May 27, 2026

10.897Average Diversity

6

May 27, 2026

16.256Average Novelty

6

May 27, 2026

6.804Average Novelty

6

May 27, 2026

10.88Average novelty

6

May 27, 2026

64.146Average Novelty

6

May 27, 2026

42.328Average Novelty

6

May 27, 2026

9.236Average Novelty

6

May 27, 2026

16.666Average Novelty

6

May 27, 2026

13.118Average Novelty

6

May 27, 2026

74.8Average Passes

6

May 21, 2026

Protein Sequence Generation

83.45pLDDT

6

Mar 6, 2026

Protein Functional Evaluation GB1, PhoQ, UBC9, GFP

InstructProtein+KPO

0.191GB1 Score

6

Feb 26, 2026

Protein Safety Evaluation Harmful Proteins

InstructProtein

0.41BLAST Score

6

Feb 26, 2026

UniRef50 (test)

DPLM + P2-train

83.45pLDDT

5

Mar 6, 2026

Target qB published reference (candidate pool)

ProtGPT2 + RL (BEST RUN)

1ESSENT Score

4

Jun 29, 2026

Target qA primary (candidate pool)

ProtGPT2 + RL (BEST RUN)

1ESSENT.

4

Jun 29, 2026

ProtGPT2 + RL (best run)

83COMP.

4

Jun 29, 2026

Page 1 of 2

PreviousNext

Popular datasets

UniRef AAV AMIE LGK Pab1

Follow for updates

Join SOTA2 Contact