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Benchmarks
T-cell receptor sequence optimization on VDJDB (averaged across all peptides)
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1.59
Recovery Rate (rv_hat)
original
-0.1676
0.2887
0.745
1.2013
Oct 15, 2022
Recovery Rate (rv_hat)
Recovery Rate (rb_hat)
Validation Rate
Mutation Density (Mut/Length)
Positive Validation Rate
Updated 4d ago
Evaluation Results
Method
Method
Links
Recovery Rate (rv_hat)
Recovery Rate (rb_hat)
Validation Rate
Mutation Density (Mut/Length)
Positive Validation Rate
original
2022.10
1.59
0.03
92
0
3
TCR-dVAE
2022.10
1.51
0.2
73
0.38
15
TCR-dWAE
mode=null
2022.10
1.51
0.08
86
0.45
7
TCR-dWAE
2022.10
1.47
0.31
76
0.47
18
genetic
2022.10
0.36
1
2
1
2
naive rm
2022.10
0.33
0.39
2
0.35
1
greedy
2022.10
0.31
0.88
2
0.32
2
MCTS
2022.10
-0.1
0.95
0
0
0
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