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Spreadsheet Understanding and Manipulation on SpreadsheetBench Soft Restriction

75.56Cell-Level AccuracyHuman Performance
-1.847218.248938.34558.4411Apr 14, 2026

Evaluation results

MethodLinks
Human Performance2026.0475.566571.33
SpreadsheetAgentBackbone=Qwen3-Coder-480B2026.0445.6335.3341.67
SpreadsheetAgentBackbone=GPT-OSS-120B2026.0441.333.1438.16
TreeThinkerBackbone=Qwen3-Coder-480B2026.0438.863236.22
ChatGPT Agent2026.0438.2730.4835.27
SpreadsheetAgentBackbone=GPT-OSS-20B2026.0434.4628.4932.16
SpreadsheetAgentBackbone=Qwen3-235B2026.0433.128.7731.43
TreeThinkerBackbone=GPT-OSS-120B2026.0432.1429.8231.25
GPT-OSS-120BBackbone=GPT-OSS-120B2026.0430.7827.6429.57
Qwen3-Coder-480BBackbone=Qwen3-Coder-480B2026.0430.3631.0530.63
GPT-OSS-20BBackbone=GPT-OSS-20B2026.0425.5524.7925.26
TreeThinkerBackbone=GPT-OSS-20B2026.0423.9526.1224.78
Copilot in Excel2026.0423.331520
TreeThinkerBackbone=Qwen3-235B2026.0422.9926.524.34
SpreadsheetAgentBackbone=Qwen3-30B2026.0420.6225.1722.37
Qwen3-235BBackbone=Qwen3-235B2026.0420.525.8322.55
SheetCopilot2026.0416.671014
TreeThinkerBackbone=Qwen3-30B2026.0414.3822.2217.4
Qwen3-30BBackbone=Qwen3-30B2026.0413.6120.8916.41
GPT-4oBackbone=GPT-4o2026.0413.4922.5116.96
Mixtral-8x7BBackbone=Mixtral-8x7B2026.043.394.673.88
GPT-3.5Backbone=GPT-3.52026.043.3313.117.09
BinderBackbone=GPT-3.52026.041.580.051.17
Llama-3-70BBackbone=Llama-3-70B2026.041.137.93.74