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Benchmarks
Protein fitness prediction on Multi-Evolve
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0.733
Pearson Correlation
PACE++
0.62588
0.65369
0.6815
0.70931
May 7, 2026
Pearson Correlation
Precision@5
Updated 23d ago
Evaluation Results
Method
Method
Links
Pearson Correlation
Precision@5
PACE++
Base Model=DS-R1-Qwen3-8B
2026.05
0.733
45.2
PACE++
Base Model=Qwen3.5-4B
2026.05
0.726
44
TTT-D
Base Model=Qwen3.5-4B
2026.05
0.703
43
TTT-D
Base Model=DS-R1-Qwen3-8B
2026.05
0.703
41.5
Max@k
Base Model=DS-R1-Qwen3-8B
2026.05
0.697
44.8
GRPO
Base Model=DS-R1-Qwen3-8B
2026.05
0.688
45.6
GRPO
Base Model=Qwen3.5-4B
2026.05
0.675
44.9
Max@k
Base Model=Qwen3.5-4B
2026.05
0.63
43
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