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Ensemble Committee Selection on LiveBench (test)

99.07Mean θtestOPTtest (oracle)
88.482891.231493.9896.7286May 10, 2026
Updated 5mo ago

Evaluation results

MethodLinks
OPTtest (oracle)k=62026.0599.07
OPTtest (oracle)k=72026.0599.07
OPTtest (oracle)k=52026.0598.15
OPTtest (oracle)k=42026.0597.22
Minimax-bicriteriak=72026.0596.69
Minimax-bestsinglek=72026.0596.69
WOFG (single pass)k=72026.0596.17
Minimax-lotteryk=72026.0596.16
WOFG (single pass)k=62026.0596.11
Minimax-bicriteriak=52026.0596.03
Minimax-bicriteriak=62026.0596.01
Minimax-bestsinglek=62026.0595.94
Minimax-lotteryk=62026.0595.89
Minimax-lotteryk=52026.0595.79
ERMk=72026.0595.65
Minimax-bestsinglek=52026.0595.62
WOFG (single pass)k=52026.0595.6
Minimax-bicriteriak=42026.0595.59
Minimax-lotteryk=42026.0595.44
Minimax-bestsinglek=42026.0595.41
Minimax-bicriteriak=32026.0595.39
Minimax-lotteryk=32026.0595.37
Minimax-bestsinglek=32026.0595.37
WOFG (single pass)k=42026.0595.37
Borda-Top-kk=62026.0595.37
Borda-Top-kk=72026.0595.37
OPTtest (oracle)k=32026.0595.37
ERMk=52026.0595.33
ERMk=62026.0595.31
ERMk=42026.0595
ERMk=32026.0594.33
Borda-Top-kk=52026.0593.52
Borda-Top-kk=42026.0590.74
Borda-Top-kk=32026.0588.89