Intraoperative Adverse Event Prediction on MuAE Δ=15 1.0 (test) benchmark leaderboard · SOTA2 Research

Intraoperative Adverse Event Prediction on MuAE Δ=15 1.0 (test)

28.54Hypotension F1IAENet

Evaluation Results

Method	Links
IAENet2026.03		28.54	62.08	50.21	68.16	54.79	71.04	43.65	81.37	59.93	77	25.89	63.04	50.52	70.45
TFT2026.03		16.81	55.31	8.9	50.72	15.71	51.79	28.79	63.36	30.87	59.37	11.27	53.17	17.72	55.62
Non-stationary2026.03		16.1	54.84	30.18	57.74	41.94	62.92	19.66	56.45	36.28	62.43	11.31	53.21	33.64	57.93
Crossformer2026.03		15.24	54.28	39.5	62	53.47	69.86	30.49	61.14	45.13	65.48	2.02	50.47	42.95	60.45
Informer2026.03		11.17	53.02	27.19	56.53	41.08	62.51	24.01	59.03	41.47	65.72	8.13	52.16	33.64	58.16
SegRNN2026.03		10.17	52.68	32.34	59.07	51.78	68.37	21.02	56.75	51.36	71.18	3.21	50.79	41.82	59.81
FEDformer2026.03		10.13	52.67	30.91	58.48	48.99	66.58	24.6	58.15	42.61	64.52	6.19	51.58	37.67	58.66
iTransformer2026.03		9.79	52.57	28.95	57.81	48.36	66.28	17.07	55.08	37.96	62.37	1.29	50.29	35.74	57.4
DLinear2026.03		8.01	52.03	28.87	57.85	0.57	50.11	17.19	55.08	33.03	60.13	2.48	50.58	19	54.3
PatchTST2026.03		5.45	51.29	0.96	50.16	3.01	50.52	15.66	54.55	22.95	56.27	0.36	50.08	7.67	52.14
Autoformer2026.03		0.03	49.95	14.71	50.73	2.08	50.19	0	50	1.5	50.25	0.1	50.01	6.62	50.19