Intraoperative Adverse Event Prediction on MuAE Δ=5 1.0 (test) benchmark leaderboard · SOTA2 Research

Intraoperative Adverse Event Prediction on MuAE Δ=5 1.0 (test)

51.45F1 (Hypotension)IAENet

Evaluation Results

Method	Links
IAENet2026.03		51.45	74.83	61.45	76.69	65.04	77.4	57.79	88.25	84.64	92.77	42.29	75.31	65.36	80.86
Non-stationary2026.03		48.37	68.66	47.92	66.19	59.93	73.43	51.9	74.62	67.19	81.84	35.87	64.31	56.21	71.51
Crossformer2026.03		48.32	67.29	37.7	66.77	63.68	76.05	49.65	71.57	71.22	84.67	37.95	63.04	60.31	71.56
Informer2026.03		47.65	67.96	49.53	67.19	52.35	68.47	55.88	77.95	70.62	81.79	37.98	65.84	54.76	71.54
DLinear2026.03		47.65	67.69	49.53	67.19	52.35	68.47	49.83	69.86	70.62	81.8	37.98	65.84	41.03	64.57
FEDformer2026.03		45.9	66.69	51.42	68.08	56.29	70.63	51.81	73.41	75.19	85.12	28.8	59.03	57.51	70.49
iTransformer2026.03		45.64	65.76	54.03	69.49	62.76	75.19	56.34	75.68	72.4	82.69	36.49	62.21	60.06	71.84
TFT2026.03		36.71	62.59	6.18	51.06	26.23	56.17	56.17	76.8	42.41	64.63	2.34	50.59	26.3	60.31
SegRNN2026.03		29.23	59.19	54.65	70.35	60.82	73.76	46.51	69.69	77.19	86.17	30.51	60.96	59.07	70.02
PatchTST2026.03		24.3	57.58	2.28	50.43	5.13	51.02	55.18	77.22	34.97	61.02	19.26	55.83	16.24	58.85
Autoformer2026.03		3.02	50.69	6.11	50.31	3.79	50	1.98	50.44	3.06	50.59	1.96	50.39	4.24	50.41