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ResearchFormerly WizWand

Prompt Optimization on XSum

0.1626Hypervolume (HV)EGE
0.0982240.1149370.131650.148363May 14, 2026
Updated 5mo ago

Evaluation results

MethodLinks
EGEBackbone=Llama3-8B, K=50, b=32026.050.1626
MLP-EGEBackbone=Llama3-8B, K=50, b=102026.050.1616
EGEBackbone=Llama3-8B, K=30, b=32026.050.1614
MLP-EGEBackbone=Llama3-8B, K=100, b=102026.050.1611
EGEBackbone=Llama3-8B, K=50, b=102026.050.1604
EGEBackbone=Llama3-8B, K=50, b=82026.050.1596
MLP-EGEBackbone=Llama3-8B, K=50, b=82026.050.1595
EGEBackbone=Llama3-8B, K=100, b=82026.050.1594
EGEBackbone=Llama3-8B, K=50, b=52026.050.1587
UniformBackbone=Llama3-8B, K=50, b=82026.050.1586
UniformBackbone=Llama3-8B, K=50, b=102026.050.1585
MLP-EGEBackbone=Llama3-8B, K=30, b=82026.050.1577
MLP-EGEBackbone=Llama3-8B, K=100, b=52026.050.1574
MLP-EGEBackbone=Llama3-8B, K=100, b=82026.050.1573
EGEBackbone=Llama3-8B, K=100, b=102026.050.157
EGEBackbone=Llama3-8B, K=30, b=102026.050.156
UniformBackbone=Llama3-8B, K=50, b=52026.050.1557
MLP-EGEBackbone=Llama3-8B, K=50, b=52026.050.1552
EGEBackbone=Llama3-8B, K=100, b=52026.050.1549
MLP-EGEBackbone=Llama3-8B, K=30, b=102026.050.1548
EGEBackbone=Llama3-8B, K=100, b=32026.050.1542
EGEBackbone=Llama3-8B, K=30, b=82026.050.1535
MLP-EGEBackbone=Llama3-8B, K=50, b=32026.050.152
UniformBackbone=Llama3-8B, K=100, b=102026.050.1516
MLP-EGEBackbone=Llama3-8B, K=100, b=32026.050.1507
UniformBackbone=Llama3-8B, K=50, b=32026.050.15
EGEBackbone=Llama3-8B, K=30, b=52026.050.1496
MLP-EGEBackbone=Llama3-8B, K=30, b=52026.050.1496
UniformBackbone=Llama3-8B, K=30, b=102026.050.1493
UniformBackbone=Llama3-8B, K=100, b=82026.050.1489
MLP-EGEBackbone=Llama3-8B, K=30, b=32026.050.1488
UniformBackbone=Llama3-8B, K=30, b=52026.050.1481
UniformBackbone=Llama3-8B, K=30, b=82026.050.1472
UniformBackbone=Llama3-8B, K=100, b=52026.050.1443
UniformBackbone=Llama3-8B, K=30, b=32026.050.1433
UniformBackbone=Llama3-8B, K=100, b=32026.050.1423
MLP-EGEBackbone=Gemma-7B, K=100, b=102026.050.122
EGEBackbone=Gemma-7B, K=100, b=102026.050.1219
EGEBackbone=Gemma-7B, K=100, b=82026.050.1218
MLP-EGEBackbone=Gemma-7B, K=100, b=82026.050.1216
EGEBackbone=Gemma-7B, K=50, b=102026.050.1212
EGEBackbone=Gemma-7B, K=50, b=82026.050.1207
MLP-EGEBackbone=Gemma-7B, K=30, b=102026.050.1195
EGEBackbone=Gemma-7B, K=30, b=102026.050.1193
UniformBackbone=Gemma-7B, K=50, b=102026.050.1192
EGEBackbone=Gemma-7B, K=30, b=82026.050.1188
MLP-EGEBackbone=Gemma-7B, K=50, b=102026.050.1187
EGEBackbone=Gemma-7B, K=100, b=52026.050.1187
UniformBackbone=Gemma-7B, K=50, b=82026.050.1181
EGEBackbone=Gemma-7B, K=50, b=52026.050.118
MLP-EGEBackbone=Gemma-7B, K=100, b=52026.050.1179
MLP-EGEBackbone=Gemma-7B, K=50, b=82026.050.1174
UniformBackbone=Gemma-7B, K=30, b=102026.050.1173
EGEBackbone=Gemma-7B, K=30, b=52026.050.1172
MLP-EGEBackbone=Gemma-7B, K=30, b=82026.050.1172
UniformBackbone=Gemma-7B, K=50, b=52026.050.1169
UniformBackbone=Gemma-7B, K=30, b=82026.050.1165
MLP-EGEBackbone=Gemma-7B, K=50, b=52026.050.1152
MLP-EGEBackbone=Gemma-7B, K=30, b=32026.050.1147
MLP-EGEBackbone=Gemma-7B, K=30, b=52026.050.1138
MLP-EGEBackbone=Gemma-7B, K=100, b=32026.050.1138
UniformBackbone=Gemma-7B, K=30, b=52026.050.1127
EGEBackbone=Gemma-7B, K=50, b=32026.050.1126
UniformBackbone=Gemma-7B, K=100, b=102026.050.1126
MLP-EGEBackbone=Gemma-7B, K=50, b=32026.050.1117
EGEBackbone=Gemma-7B, K=30, b=32026.050.1115
UniformBackbone=Gemma-7B, K=30, b=32026.050.1105
UniformBackbone=Gemma-7B, K=50, b=32026.050.1105
EGEBackbone=Gemma-7B, K=100, b=32026.050.1085
UniformBackbone=Gemma-7B, K=100, b=82026.050.1084
UniformBackbone=Gemma-7B, K=100, b=52026.050.1023
UniformBackbone=Gemma-7B, K=100, b=32026.050.1007