List your company

Reasoning on Date

85.75Accuracy on DateZero-shot-EI
38.419650.707362.99575.2827Feb 26, 2026

Evaluation results

MethodLinks
Zero-shot-EIModel=Gemini-1.5-Pro, Model Role=Teacher Model2026.0285.75
On-Policy DistillationModel=Gemma-7B-it, Model Role=Student Model2026.0283.52
Zero-shotModel=Gemini-1.5-Pro, Model Role=Teacher Model2026.0281.5
ExGRPOModel=Qwen2.5-7B-Instruct, Model Role=Student Model, Adapter=On-Policy Adapt.2026.0281.13
ExGRPOModel=Qwen2.5-7B-Instruct, Model Role=Student Model2026.0279.8
RevThinkModel=Qwen2.5-7B-Instruct, Model Role=Student Model2026.0279.01
Answer AugModel=Qwen2.5-7B-Instruct, Model Role=Student Model2026.0278.74
On-Policy DistillationModel=Qwen2.5-7B-Instruct, Model Role=Student Model2026.0278.43
Question AugModel=Qwen2.5-7B-Instruct, Model Role=Student Model2026.0278.21
Rephrase QuestionModel=Qwen2.5-7B-Instruct, Model Role=Student Model2026.0277.8
Distill Step-by-StepModel=Qwen2.5-7B-Instruct, Model Role=Student Model2026.0276.42
ExGRPOModel=Gemma-7B-it, Model Role=Student Model, Adapter=On-Policy Adapt.2026.0275.52
SKDModel=Qwen2.5-7B-Instruct, Model Role=Student Model2026.0275.1
Divide-or-ConquerModel=Qwen2.5-7B-Instruct, Model Role=Student Model2026.0274.92
ExGRPOModel=Gemma-7B-it, Model Role=Student Model2026.0273.96
Zero-shotModel=Qwen2.5-7B-Instruct, Model Role=Student Model2026.0273.43
Divide-or-ConquerModel=Gemma-7B-it, Model Role=Student Model2026.0269.16
RevThinkModel=Gemma-7B-it, Model Role=Student Model2026.0266.27
Answer AugModel=Gemma-7B-it, Model Role=Student Model2026.0264.14
Distill Step-by-StepModel=Gemma-7B-it, Model Role=Student Model2026.0260.91
Question AugModel=Gemma-7B-it, Model Role=Student Model2026.0259.83
SKDModel=Gemma-7B-it, Model Role=Student Model2026.0259.62
Rephrase QuestionModel=Gemma-7B-it, Model Role=Student Model2026.0257.99
Zero-shotModel=Gemma-7B-it, Model Role=Student Model2026.0240.24