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Natural Language Generation on MIMIC-IV-ECG (test)

0.733BLEU-1

LLaMA-3-Instruct

Updated 3mo ago

Evaluation Results

Method	Links
LLaMA-3-Instruct 2024.03		0.733	0.686	0.648	0.61	0.799	0.773	0.795	0.686	5.78
Mistral-Instruct 2024.03		0.714	0.665	0.619	0.576	0.768	0.751	0.762	0.667	5.62
LLaMA-2-Instruct 2024.03		0.706	0.662	0.622	0.581	0.775	0.745	0.768	0.664	5.55
Mistral 2024.03		0.697	0.659	0.611	0.571	0.763	0.74	0.765	0.658	5.48
LLaMA-1 2024.03		0.685	0.648	0.615	0.543	0.761	0.724	0.742	0.642	5.26
GPT-J 2024.03		0.676	0.628	0.584	0.542	0.756	0.721	0.744	0.632	5.23
OPT 2024.03		0.673	0.616	0.598	0.532	0.755	0.732	0.743	0.631	5.32
BLOOM 2024.03		0.669	0.624	0.591	0.55	0.758	0.725	0.745	0.639	5.19
GPT-NeoX 2024.03		0.645	0.588	0.539	0.523	0.719	0.701	0.712	0.622	4.92
GPT-Neo 2024.03		0.631	0.579	0.534	0.489	0.727	0.689	0.715	0.592	4.81
GPT2-Large 2024.03		0.614	0.563	0.49	0.476	0.595	0.571	0.585	0.538	4.21
GPT2-Medium 2024.03		0.576	0.527	0.456	0.425	0.551	0.523	0.544	0.512	3.7