fix: alfworld benchmark graph (#554)
Co-authored-by: dalongbao <v-tinyantsui@microsoft.com> Co-authored-by: Yuge Zhang <scottyugochang@gmail.com>
This commit is contained in:
dalongbao
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@@ -52,7 +52,7 @@ Claude Code uses Claude Opus 4.8; Codex and GitHub Copilot use GPT 5.6 Sol as th
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#### Performance versus finale cost
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The selected-budget views use the groups with the strongest aggregate skill-over-control lift: \$5 for SpreadsheetBench and \$10 for OfficeQA and ALFWorld. Every harness/treatment point is one of three runs; the x-axis is that run's finale cost, and the y-axis is held-out SpreadsheetBench accuracy, OfficeQA correctness, or ALFWorld success. Finale cost measures LLM gateway spend, so an ALFWorld deterministic controller can have exactly \$0 finale cost while still executing and scoring real environment steps; coincident zero-cost ALFWorld results are offset slightly along the x-axis so each replicate remains visible. SpreadsheetBench and OfficeQA show their aggregate pristine-baseline results as single reference points. The dotted ALFWorld baseline is a score-only reference: the corrected records do not include baseline deployment cost, so assigning it an x-coordinate would invent data.
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The selected-budget views use the groups with the strongest aggregate skill-over-control lift: \$5 for SpreadsheetBench and \$10 for OfficeQA and ALFWorld. Every harness/treatment point is one of three runs; the x-axis is that run's finale cost, and the y-axis is held-out SpreadsheetBench accuracy, OfficeQA correctness, or ALFWorld success. Finale cost measures LLM gateway spend, so an ALFWorld deterministic controller can have exactly \$0 finale cost while still executing and scoring real environment steps; coincident zero-cost ALFWorld results are offset slightly along the x-axis so each replicate remains visible. Each chart shows its aggregate pristine-baseline result as a single reference point.
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Before Width: | Height: | Size: 46 KiB After Width: | Height: | Size: 47 KiB |
Reference in New Issue
Block a user