Regression on Vascular flow benchmark leaderboard · SOTA2 Research

Regression on Vascular flow

98.81Metric ABaseline

Evaluation Results

Method	Links
Baseline2026.03		98.81	—	—	—	98.81
SLE-FNO2026.03		98.81	—	—	—	98.81
SLE-FNO2026.03		98.81	93	—	—	95.9
SLE-FNO2026.03		98.81	93	88.16	—	93.32
SLE-FNO2026.03		98.81	93	88.16	82.98	90.74
LwF2026.03		98.81	—	—	—	98.81
EWC2026.03		98.81	—	—	—	98.81
Replay Reservoir2026.03		98.81	—	—	—	98.81
Replay K-means2026.03		98.81	—	—	—	98.81
OGD2026.03		98.81	—	—	—	98.81
GEM2026.03		98.81	—	—	—	98.81
PiggyBack2026.03		98.81	—	—	—	98.81
PiggyBack2026.03		98.81	90.3	—	—	94.56
PiggyBack2026.03		98.81	90.3	82.04	—	90.38
PiggyBack2026.03		98.81	90.3	82.04	80.57	87.93
LoRA2026.03		98.81	—	—	—	98.81
LoRA2026.03		98.81	93.64	—	—	96.22
LoRA2026.03		98.81	93.64	84.03	—	92.16
LoRA2026.03		98.81	93.64	84.03	80.92	89.35
GEM2026.03		91.1	90.99	—	—	91.05
OGD2026.03		86.59	92.77	—	—	89.68
GEM2026.03		85.56	79.61	86.59	—	83.92
OGD2026.03		84.03	79.61	86.15	—	83.26
Replay K-means2026.03		80.57	91.94	—	—	86.26
Replay Reservoir2026.03		78.66	92.61	—	—	85.64
Replay K-means2026.03		78.66	86.59	83.03	—	82.76
LwF2026.03		78.19	90.3	—	—	84.25
EWC2026.03		77.72	93	—	—	85.36
Replay K-means2026.03		76.8	84.54	81.06	81.16	80.89
Replay Reservoir2026.03		74.53	89.23	81.55	—	81.77
GEM2026.03		74.53	57.24	33.55	81.51	61.71
EWC2026.03		73.2	82.53	85.56	79.61	80.22
EWC2026.03		71.89	80.09	86.59	—	79.52
Replay Reservoir2026.03		71.89	85.04	80.72	80.9	79.63
Baseline2026.03		66.9	93.79	—	—	80.34
LwF2026.03		66.5	75.43	83.53	—	75.15
OGD2026.03		64.22	43.69	17.87	81.04	51.71
Baseline2026.03		63.76	78.19	89.23	—	77.06
Baseline2026.03		61.51	25.31	5.96	81.55	43.58
LwF2026.03		57.93	28.71	7.18	81.3	43.78