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Clinical Report Generation on S0002 with clinical context, Unimodal + Text + EEG Features (test)

56.95BLEU-1CELM
-0.520414.399829.3244.2402Jan 29, 2026

Evaluation results

MethodLinks
CELMInput Setting=Unimodal + Text + EEG Features2026.0156.9541.4564.0848.0557.5757.7287.5555.97
CELM-SCCInput Setting=Unimodal + Text + EEG Features2026.0137.6716.7144.8721.4932.3232.6882.2932.32
Qwen3-4b-instruct-2507Input Setting=Unimodal + Text + EEG Features2026.0124.832.1726.383.3412.8313.2277.0420.17
Gemma-3-4b-itInput Setting=Unimodal + Text + EEG Features2026.0120.892.2228.864.4614.5114.9178.8317.38
Llama-3.1-8b-instructInput Setting=Unimodal + Text + EEG Features2026.0119.62.2722.563.6511.9812.3668.9515.09
Qwen3-1.7bInput Setting=Unimodal + Text + EEG Features2026.0118.91.8520.492.3610.7711.163.4514.13
Llama-3.2-3b-instructInput Setting=Unimodal + Text + EEG Features2026.0117.792.0723.093.512.1713.6473.7715.4
Gemma-3-1b-itInput Setting=Unimodal + Text + EEG Features2026.019.571.0917.552.399.810.0757.859.54
Medgemma-4b-itInput Setting=Unimodal + Text + EEG Features2026.018.881.118.292.4810.0810.2959.7910
Gemma-3n-e2b-itInput Setting=Unimodal + Text + EEG Features2026.017.50.9321.93.512.5612.8171.7510.82
Llama-3.2-1b-instructInput Setting=Unimodal + Text + EEG Features2026.013.120.3510.160.96.26.3459.035.17
Gemma-3n-e4b-itInput Setting=Unimodal + Text + EEG Features2026.011.690.183.570.491.942.0710.731.8