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Clinical Prediction on MIMIC-IV

64.34Acc@1

LLM-as-RNN

Updated 4d ago

Evaluation Results

Method	Links
LLM-as-RNN 2026.01		64.34	93.01
LLM-as-RNN 2026.01		62.94	94.41
LLM-as-RNN 2026.01		58.74	92.31
LLM-as-RNN 2026.01		58.04	95.1
LLM-as-RNN 2026.01		55.94	91.61
LLM-as-RNN 2026.01		55.24	85.31
MemPrompt 2026.01		51.75	91.61
MemPrompt 2026.01		49.65	90.91
MemPrompt 2026.01		48.95	90.21
MemPrompt 2026.01		47.55	89.51
LLM-as-RNN 2026.01		46.85	86.01
MemPrompt 2026.01		46.15	92.31
LLM-as-RNN 2026.01		45.45	79.72
FHC 2026.01		44.76	90.21
FHC 2026.01		44.06	88.81
MemPrompt 2026.01		43.36	84.62
MemPrompt 2026.01		41.96	83.92
FHC 2026.01		41.26	86.01
FHC 2026.01		41.26	86.71
MemPrompt 2026.01		41.26	79.02
FHC 2026.01		40.56	86.01
Zero-shot 2026.01		36.36	70.63
FHC 2026.01		35.66	81.12
FHC 2026.01		34.97	83.92
LLM-as-RNN 2026.01		34.97	76.22
Zero-shot 2026.01		34.27	67.13
LLM-as-RNN 2026.01		34.27	75.52
Zero-shot 2026.01		33.57	66.43
FHC 2026.01		33.57	75.52
Zero-shot 2026.01		32.87	65.03
MemPrompt 2026.01		32.17	72.73
MemPrompt 2026.01		31.47	72.03
Zero-shot 2026.01		29.37	60.14
Zero-shot 2026.01		27.97	55.94
FHC 2026.01		25.87	65.03
FHC 2026.01		25.17	64.34
Zero-shot 2026.01		22.38	51.75
Zero-shot 2026.01		19.58	45.45
Zero-shot 2026.01		16.08	39.86
Zero-shot 2026.01		15.38	38.46