StableToolBench_data / leaderboard_data.json
JarvisKi's picture
Scheduled Commit
33c8225 verified
{
"SolvablePassRateScores": [
{
"Method": "ToolLLaMA v2 (DFS)",
"Scores": {
"I1 Instruction": 59.8,
"I1 Instruction SE": 1.5,
"I1 Category": 59.5,
"I1 Category SE": 1.4,
"I1 Tool": 65.7,
"I1 Tool SE": 1.1,
"I2 Category": 56.5,
"I2 Category SE": 0.3,
"I2 Instruction": 47.6,
"I2 Instruction SE": 0.4,
"I3 Instruction": 62.8,
"I3 Instruction SE": 1.9,
"Average": 58.7,
"Average SE": 1.1
}
},
{
"Method": "ToolLLaMA v2 (CoT)",
"Scores": {
"I1 Instruction": 37.2,
"I1 Instruction SE": 0.1,
"I1 Category": 42.3,
"I1 Category SE": 0.4,
"I1 Tool": 43.0,
"I1 Tool SE": 0.5,
"I2 Category": 37.4,
"I2 Category SE": 0.4,
"I2 Instruction": 33.6,
"I2 Instruction SE": 1.2,
"I3 Instruction": 39.6,
"I3 Instruction SE": 1.0,
"Average": 38.9,
"Average SE": 0.6
}
},
{
"Method": "GPT-4-Turbo-Preview (DFS)",
"Scores": {
"I1 Instruction": 70.8,
"I1 Instruction SE": 1.0,
"I1 Category": 71.1,
"I1 Category SE": 0.7,
"I1 Tool": 70.4,
"I1 Tool SE": 1.2,
"I2 Category": 70.4,
"I2 Category SE": 1.3,
"I2 Instruction": 71.7,
"I2 Instruction SE": 0.4,
"I3 Instruction": 84.7,
"I3 Instruction SE": 1.7,
"Average": 73.2,
"Average SE": 1.1
}
},
{
"Method": "GPT-4-Turbo-Preview (CoT)",
"Scores": {
"I1 Instruction": 63.1,
"I1 Instruction SE": 1.0,
"I1 Category": 64.5,
"I1 Category SE": 0.5,
"I1 Tool": 55.3,
"I1 Tool SE": 0.3,
"I2 Category": 63.0,
"I2 Category SE": 0.8,
"I2 Instruction": 57.3,
"I2 Instruction SE": 0.8,
"I3 Instruction": 61.7,
"I3 Instruction SE": 0.8,
"Average": 60.8,
"Average SE": 0.7
}
},
{
"Method": "GPT-4-0613 (DFS)",
"Scores": {
"I1 Instruction": 65.5,
"I1 Instruction SE": 1.1,
"I1 Category": 62.0,
"I1 Category SE": 1.7,
"I1 Tool": 72.1,
"I1 Tool SE": 1.6,
"I2 Category": 70.8,
"I2 Category SE": 1.3,
"I2 Instruction": 73.1,
"I2 Instruction SE": 1.4,
"I3 Instruction": 74.9,
"I3 Instruction SE": 1.5,
"Average": 69.7,
"Average SE": 1.4
}
},
{
"Method": "GPT-4-0613 (CoT)",
"Scores": {
"I1 Instruction": 50.7,
"I1 Instruction SE": 0.4,
"I1 Category": 57.1,
"I1 Category SE": 0.3,
"I1 Tool": 51.9,
"I1 Tool SE": 0.3,
"I2 Category": 55.0,
"I2 Category SE": 1.1,
"I2 Instruction": 61.6,
"I2 Instruction SE": 0.8,
"I3 Instruction": 56.3,
"I3 Instruction SE": 0.8,
"Average": 55.4,
"Average SE": 0.6
}
},
{
"Method": "GPT-3.5-Turbo-1106 (DFS)",
"Scores": {
"I1 Instruction": 67.8,
"I1 Instruction SE": 0.9,
"I1 Category": 67.2,
"I1 Category SE": 0.3,
"I1 Tool": 72.9,
"I1 Tool SE": 0.7,
"I2 Category": 63.2,
"I2 Category SE": 1.0,
"I2 Instruction": 70.9,
"I2 Instruction SE": 0.4,
"I3 Instruction": 77.6,
"I3 Instruction SE": 0.8,
"Average": 69.9,
"Average SE": 0.7
}
},
{
"Method": "GPT-3.5-Turbo-1106 (CoT)",
"Scores": {
"I1 Instruction": 51.3,
"I1 Instruction SE": 0.6,
"I1 Category": 48.8,
"I1 Category SE": 0.3,
"I1 Tool": 59.9,
"I1 Tool SE": 0.8,
"I2 Category": 50.8,
"I2 Category SE": 0.7,
"I2 Instruction": 43.2,
"I2 Instruction SE": 0.8,
"I3 Instruction": 58.5,
"I3 Instruction SE": 0.8,
"Average": 52.1,
"Average SE": 0.7
}
},
{
"Method": "GPT-3.5-Turbo-0613 (DFS)",
"Scores": {
"I1 Instruction": 66.4,
"I1 Instruction SE": 1.5,
"I1 Category": 64.3,
"I1 Category SE": 1.0,
"I1 Tool": 67.2,
"I1 Tool SE": 2.4,
"I2 Category": 67.7,
"I2 Category SE": 0.8,
"I2 Instruction": 61.5,
"I2 Instruction SE": 1.0,
"I3 Instruction": 81.4,
"I3 Instruction SE": 1.5,
"Average": 68.1,
"Average SE": 1.4
}
},
{
"Method": "GPT-3.5-Turbo-0613 (CoT)",
"Scores": {
"I1 Instruction": 55.9,
"I1 Instruction SE": 1.0,
"I1 Category": 50.8,
"I1 Category SE": 0.8,
"I1 Tool": 55.9,
"I1 Tool SE": 1.0,
"I2 Category": 44.1,
"I2 Category SE": 0.8,
"I2 Instruction": 36.2,
"I2 Instruction SE": 0.4,
"I3 Instruction": 51.4,
"I3 Instruction SE": 1.5,
"Average": 49.1,
"Average SE": 1.0
}
},
{
"Method": "Method Name 1",
"Scores": {
"I1 Instruction": 85.5,
"I1 Instruction SE": 1.2,
"I1 Category": 80.0,
"I1 Category SE": 1.0,
"I1 Tool": 88.5,
"I1 Tool SE": 0.8,
"I2 Category": 82.5,
"I2 Category SE": 1.3,
"I2 Instruction": 86.0,
"I2 Instruction SE": 0.5,
"I3 Instruction": 90.0,
"I3 Instruction SE": 0.7,
"Average": 87.5,
"Average SE": 1.1
}
},
{
"Method": "Method Name 2",
"Scores": {
"I1 Instruction": 75.3,
"I1 Instruction SE": 2.1,
"I1 Category": 70.2,
"I1 Category SE": 1.5,
"I1 Tool": 78.4,
"I1 Tool SE": 1.3,
"I2 Category": 72.9,
"I2 Category SE": 1.4,
"I2 Instruction": 80.1,
"I2 Instruction SE": 0.9,
"I3 Instruction": 85.0,
"I3 Instruction SE": 1.0,
"Average": 77.2,
"Average SE": 1.2
}
}
],
"SolvableWinRateScores": [
{
"Method": "GPT-3.5-Turbo-0613 (DFS)",
"Scores": {
"I1 Instruction": 57.7,
"I1 Category": 60.8,
"I1 Tool": 61.4,
"I2 Category": 66.1,
"I2 Instruction": 63.2,
"I3 Instruction": 70.5,
"Average": 63.3
}
},
{
"Method": "GPT-4-0613 (CoT)",
"Scores": {
"I1 Instruction": 50.3,
"I1 Category": 54.2,
"I1 Tool": 50.6,
"I2 Category": 50.0,
"I2 Instruction": 64.2,
"I3 Instruction": 55.7,
"Average": 54.2
}
},
{
"Method": "GPT-4-0613 (DFS)",
"Scores": {
"I1 Instruction": 57.1,
"I1 Category": 60.1,
"I1 Tool": 57.0,
"I2 Category": 64.5,
"I2 Instruction": 74.5,
"I3 Instruction": 72.1,
"Average": 64.2
}
},
{
"Method": "ToolLLaMA v2 (CoT)",
"Scores": {
"I1 Instruction": 35.0,
"I1 Category": 30.7,
"I1 Tool": 37.3,
"I2 Category": 31.5,
"I2 Instruction": 36.8,
"I3 Instruction": 23.0,
"Average": 32.4
}
},
{
"Method": "ToolLLaMA v2 (DFS)",
"SCores": {
"I1 Instruction": 43.6,
"I1 Category": 45.1,
"I1 Tool": 38.6,
"I2 Category": 42.7,
"I2 Instruction": 53.8,
"I3 Instruction": 45.9,
"Average": 44.9
}
},
{
"Method": "GPT-3.5-Turbo-1106 (CoT)",
"Scores": {
"I1 Instruction": 46.6,
"I1 Category": 45.1,
"I1 Tool": 48.1,
"I2 Category": 44.4,
"I2 Instruction": 37.7,
"I3 Instruction": 52.5,
"Average": 45.7
}
},
{
"Method": "GPT-3.5-Turbo-1106 (DFS)",
"Scores": {
"I1 Instruction": 56.4,
"I1 Category": 54.2,
"I1 Tool": 51.9,
"I2 Category": 54.0,
"I2 Instruction": 62.3,
"I3 Instruction": 72.1,
"Average": 58.5
}
},
{
"Method": "GPT-4-Turbo-Preview (CoT)",
"Scores": {
"I1 Instruction": 68.7,
"I1 Category": 71.9,
"I1 Tool": 58.2,
"I2 Category": 71.0,
"I2 Instruction": 76.4,
"I3 Instruction": 73.8,
"Average": 70.0
}
},
{
"Method": "GPT-4-Turbo-Preview (DFS)",
"Scores": {
"I1 Instruction": 66.9,
"I1 Category": 73.9,
"I1 Tool": 68.4,
"I2 Category": 72.6,
"I2 Instruction": 78.3,
"I3 Instruction": 77.0,
"Average": 72.9
}
},
{
"Method": "Method Name 3",
"Scores": {
"I1 Instruction": 65.0,
"I1 Category": 68.5,
"I1 Tool": 66.8,
"I2 Category": 70.0,
"I2 Instruction": 69.2,
"I3 Instruction": 71.5,
"Average": 68.5
}
},
{
"Method": "Method Name 4",
"Scores": {
"I1 Instruction": 85.0,
"I1 Category": 82.5,
"I1 Tool": 88.0,
"I2 Category": 84.0,
"I2 Instruction": 87.2,
"I3 Instruction": 90.5,
"Average": 86.2
}
}
]
}