stabletoolbench/StableToolBench_data · Datasets at Hugging Face

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SolvablePassRateScores list	SolvableWinRateScores list
[ { "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, "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, "Average": 38.9, "Average SE": 0.6 } }, { "Method": "GPT-4-Turbo-Preview (DFS)", "Scores": { "I1 Instruction": 70.8, "I1 Instruction SE": 1, "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, "I1 Category": 64.5, "I1 Category SE": 0.5, "I1 Tool": 55.3, "I1 Tool SE": 0.3, "I2 Category": 63, "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, "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, "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, "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, "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, "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, "I1 Category": 50.8, "I1 Category SE": 0.8, "I1 Tool": 55.9, "I1 Tool SE": 1, "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 } }, { "Method": "Method Name 1", "Scores": { "I1 Instruction": 85.5, "I1 Instruction SE": 1.2, "I1 Category": 80, "I1 Category SE": 1, "I1 Tool": 88.5, "I1 Tool SE": 0.8, "I2 Category": 82.5, "I2 Category SE": 1.3, "I2 Instruction": 86, "I2 Instruction SE": 0.5, "I3 Instruction": 90, "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, "I3 Instruction SE": 1, "Average": 77.2, "Average SE": 1.2 } } ]	[ { "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 }, "SCores": null }, { "Method": "GPT-4-0613 (CoT)", "Scores": { "I1 Instruction": 50.3, "I1 Category": 54.2, "I1 Tool": 50.6, "I2 Category": 50, "I2 Instruction": 64.2, "I3 Instruction": 55.7, "Average": 54.2 }, "SCores": null }, { "Method": "GPT-4-0613 (DFS)", "Scores": { "I1 Instruction": 57.1, "I1 Category": 60.1, "I1 Tool": 57, "I2 Category": 64.5, "I2 Instruction": 74.5, "I3 Instruction": 72.1, "Average": 64.2 }, "SCores": null }, { "Method": "ToolLLaMA v2 (CoT)", "Scores": { "I1 Instruction": 35, "I1 Category": 30.7, "I1 Tool": 37.3, "I2 Category": 31.5, "I2 Instruction": 36.8, "I3 Instruction": 23, "Average": 32.4 }, "SCores": null }, { "Method": "ToolLLaMA v2 (DFS)", "Scores": null, "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 }, "SCores": null }, { "Method": "GPT-3.5-Turbo-1106 (DFS)", "Scores": { "I1 Instruction": 56.4, "I1 Category": 54.2, "I1 Tool": 51.9, "I2 Category": 54, "I2 Instruction": 62.3, "I3 Instruction": 72.1, "Average": 58.5 }, "SCores": null }, { "Method": "GPT-4-Turbo-Preview (CoT)", "Scores": { "I1 Instruction": 68.7, "I1 Category": 71.9, "I1 Tool": 58.2, "I2 Category": 71, "I2 Instruction": 76.4, "I3 Instruction": 73.8, "Average": 70 }, "SCores": null }, { "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, "Average": 72.9 }, "SCores": null }, { "Method": "Method Name 3", "Scores": { "I1 Instruction": 65, "I1 Category": 68.5, "I1 Tool": 66.8, "I2 Category": 70, "I2 Instruction": 69.2, "I3 Instruction": 71.5, "Average": 68.5 }, "SCores": null }, { "Method": "Method Name 4", "Scores": { "I1 Instruction": 85, "I1 Category": 82.5, "I1 Tool": 88, "I2 Category": 84, "I2 Instruction": 87.2, "I3 Instruction": 90.5, "Average": 86.2 }, "SCores": null } ]

SolvablePassRateScores

list

SolvableWinRateScores

list

[ { "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, "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, "Average": 38.9, "Average SE": 0.6 } }, { "Method": "GPT-4-Turbo-Preview (DFS)", "Scores": { "I1 Instruction": 70.8, "I1 Instruction SE": 1, "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, "I1 Category": 64.5, "I1 Category SE": 0.5, "I1 Tool": 55.3, "I1 Tool SE": 0.3, "I2 Category": 63, "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, "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, "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, "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, "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, "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, "I1 Category": 50.8, "I1 Category SE": 0.8, "I1 Tool": 55.9, "I1 Tool SE": 1, "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 } }, { "Method": "Method Name 1", "Scores": { "I1 Instruction": 85.5, "I1 Instruction SE": 1.2, "I1 Category": 80, "I1 Category SE": 1, "I1 Tool": 88.5, "I1 Tool SE": 0.8, "I2 Category": 82.5, "I2 Category SE": 1.3, "I2 Instruction": 86, "I2 Instruction SE": 0.5, "I3 Instruction": 90, "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, "I3 Instruction SE": 1, "Average": 77.2, "Average SE": 1.2 } } ]

[ { "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 }, "SCores": null }, { "Method": "GPT-4-0613 (CoT)", "Scores": { "I1 Instruction": 50.3, "I1 Category": 54.2, "I1 Tool": 50.6, "I2 Category": 50, "I2 Instruction": 64.2, "I3 Instruction": 55.7, "Average": 54.2 }, "SCores": null }, { "Method": "GPT-4-0613 (DFS)", "Scores": { "I1 Instruction": 57.1, "I1 Category": 60.1, "I1 Tool": 57, "I2 Category": 64.5, "I2 Instruction": 74.5, "I3 Instruction": 72.1, "Average": 64.2 }, "SCores": null }, { "Method": "ToolLLaMA v2 (CoT)", "Scores": { "I1 Instruction": 35, "I1 Category": 30.7, "I1 Tool": 37.3, "I2 Category": 31.5, "I2 Instruction": 36.8, "I3 Instruction": 23, "Average": 32.4 }, "SCores": null }, { "Method": "ToolLLaMA v2 (DFS)", "Scores": null, "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 }, "SCores": null }, { "Method": "GPT-3.5-Turbo-1106 (DFS)", "Scores": { "I1 Instruction": 56.4, "I1 Category": 54.2, "I1 Tool": 51.9, "I2 Category": 54, "I2 Instruction": 62.3, "I3 Instruction": 72.1, "Average": 58.5 }, "SCores": null }, { "Method": "GPT-4-Turbo-Preview (CoT)", "Scores": { "I1 Instruction": 68.7, "I1 Category": 71.9, "I1 Tool": 58.2, "I2 Category": 71, "I2 Instruction": 76.4, "I3 Instruction": 73.8, "Average": 70 }, "SCores": null }, { "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, "Average": 72.9 }, "SCores": null }, { "Method": "Method Name 3", "Scores": { "I1 Instruction": 65, "I1 Category": 68.5, "I1 Tool": 66.8, "I2 Category": 70, "I2 Instruction": 69.2, "I3 Instruction": 71.5, "Average": 68.5 }, "SCores": null }, { "Method": "Method Name 4", "Scores": { "I1 Instruction": 85, "I1 Category": 82.5, "I1 Tool": 88, "I2 Category": 84, "I2 Instruction": 87.2, "I3 Instruction": 90.5, "Average": 86.2 }, "SCores": null } ]