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Clinical Report Generation on S0002 v1 (test)

0.5695BLEU-1CELM
-0.0052040.1439980.29320.442402Jan 29, 2026

Evaluation results

MethodLinks
CELMInput Setting=Unimodal + Text + EEG Features Input2026.010.56950.64080.5597
CELM - SCCInput Setting=Unimodal + Text + EEG Features Input2026.010.37670.44870.3232
Qwen3-4b-instruct-2507Input Setting=Unimodal + Text + EEG Features Input2026.010.24830.26380.2017
Gemma-3-4b-itInput Setting=Unimodal + Text + EEG Features Input2026.010.20890.28860.1738
Llama-3.1-8b-instructInput Setting=Unimodal + Text + EEG Features Input2026.010.1960.22560.1509
Qwen3-4b-instruct-2507Input Setting=Unimodal + Text Only Input2026.010.19120.2690.1622
Qwen3-1.7bInput Setting=Unimodal + Text + EEG Features Input2026.010.1890.20490.1413
Llama-3.2-3b-instructInput Setting=Unimodal + Text + EEG Features Input2026.010.17790.23090.154
Llama-3.2-3b-instructInput Setting=Unimodal + Text Only Input2026.010.16510.23460.143
Llama-3.1-8b-instructInput Setting=Unimodal + Text Only Input2026.010.16290.26550.148
Gemma-3-4b-itInput Setting=Unimodal + Text Only Input2026.010.15380.27750.1506
Gemma-3-1b-itInput Setting=Unimodal + Text Only Input2026.010.15090.2330.1319
Meta-llama-3-8b-instructInput Setting=Unimodal + Text Only Input2026.010.14410.25880.1416
Gemma-3-1b-itInput Setting=Unimodal + Text + EEG Features Input2026.010.09570.17550.0954
Gemma-3n-e2b-itInput Setting=Unimodal + Text Only Input2026.010.09250.23180.1181
Medgemma-4b-itInput Setting=Unimodal + Text + EEG Features Input2026.010.08880.18290.1
Qwen3-1.7bInput Setting=Unimodal + Text Only Input2026.010.08860.11890.0735
Medgemma-4b-itInput Setting=Unimodal + Text Only Input2026.010.08650.2280.1198
Gemma-3n-e2b-itInput Setting=Unimodal + Text + EEG Features Input2026.010.0750.2190.1082
Gemma-3n-e4b-itInput Setting=Unimodal + Text Only Input2026.010.05390.19980.0993
Llama-3.2-1b-instructInput Setting=Unimodal + Text Only Input2026.010.0340.09540.0494
Llama-3.2-1b-instructInput Setting=Unimodal + Text + EEG Features Input2026.010.03120.10160.0517
Gemma-3n-e4b-itInput Setting=Unimodal + Text + EEG Features Input2026.010.01690.03570.018