Osteoarthritis severity prediction on OA Kaggle dataset benchmark leaderboard · SOTA2 Research

Osteoarthritis severity prediction on OA Kaggle dataset

83.27Micro F1Ours w/o Hierarchical Att

Evaluation Results

Method	Links
Ours w/o Hierarchical Att2022.03		83.27	78.83	97.27	70.65	88.2	92.84
Ours2022.03		82.65	82.16	97.73	73.57	91.67	93.82
Ours w/o Attention2022.03		81.26	76.07	95.81	68.42	89.54	91.26
Ours w/o temporal (TCN+MMD)2022.03		78.44	78.5	95.2	64.92	84.28	91.65
Ensemble2022.03		74.05	73.42	91.12	63.27	78.96	93.6
SE block2022.03		73.36	72.37	92.37	62.37	78.66	92.65
CNN + Ordinal loss2022.03		68.65	66.38	89.5	55.57	72.98	85.76
MobileNetV22022.03		51.04	35.32	78.22	25.54	62.08	61.91
DeepKnee2022.03		39.56	50.78	74.56	22.87	59.31	73.98