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Seizure Frequency Extraction on Real 300 Pragmatic 1.0

0.832Micro Average ScoreOur label
0.736320.761160.7860.81084Mar 12, 2026

Evaluation results

MethodLinks
Our labelmodel=Qwen2.5-7B2026.030.8320.0090.7890.0120.8330.008
Our COTmodel=Qwen2.5-14B2026.030.8320.0080.7940.010.8330.008
Our COTmodel=Medgemma-4b2026.030.8290.0120.7840.0180.830.013
Our COTmodel=Llama-3.1-8B2026.030.8280.0150.780.0140.8290.014
Our COTmodel=Ministral-8B2026.030.8280.0020.780.0050.8290.003
Our COTmodel=Gemma-3-4B2026.030.8230.0070.7660.0090.8220.006
Our COTmodel=Qwen2.5-7B2026.030.8220.0060.7760.0080.8230.006
Our labelmodel=lingshu-7B2026.030.8220.0070.7630.0080.8220.007
Our labelmodel=Llama-3.1-8B2026.030.8180.0120.7680.0120.8180.011
Our labelmodel=Ministral-8B2026.030.8180.0170.7830.0180.820.017
Our labelmodel=Qwen2.5-14B2026.030.8120.0140.7630.010.8160.013
Our COTmodel=lingshu-7B2026.030.8020.0080.7480.0080.8020.008
Our labelmodel=Gemma-3-4B2026.030.7980.0240.7480.0280.80.024
Our labelmodel=Medgemma-4B2026.030.7970.0090.7340.0120.7960.01
x permodel=Qwen2.5-7B2026.030.7850.0250.6730.0330.7820.025
Categ.model=Gemma-3-4B2026.030.7810.0060.5910.0060.7430.006
x per Mmodel=Gemma-3-4B2026.030.7770.0150.6880.0150.7750.016
x per Mmodel=Ministral-8B2026.030.7750.010.6670.0190.7710.012
Categ.model=Ministral-8B2026.030.7720.0120.5960.0070.7360.008
Categ.model=Qwen2.5-7B2026.030.7680.0080.5880.0090.7310.008
Categ.model=Llama-3.1-8B2026.030.7670.0130.5810.0090.7290.011
x per Mmodel=Llama-3.1-8B2026.030.7640.010.6770.0150.7690.008
x per Mmodel=Qwen2.5-14B2026.030.7630.0150.6330.0190.7560.016
x per Mmodel=lingshu-7B2026.030.7590.0120.6850.0170.7660.011
Categ.model=Medgemma-4B2026.030.750.0050.5640.010.7140.003
Categ.model=lingshu-7B2026.030.7450.0060.5750.0040.7110.006
x per Mmodel=Medgemma-4B2026.030.7430.0250.6420.020.7410.022
Categ.model=Qwen2.5-14B2026.030.740.0110.5670.0080.7080.01