Table 1.

Comparison of different models on different indicators.

Model	Datasets
	Swimming Technique Datasets				ImageNet Datasets				Kinetics Datasets				Sports-1M Dataset
	Accuracy	Recall	F1 Sorce	AUC	Accuracy	Recall	F1 Sorce	AUC	Accuracy	Recall	F1 Sorce	AUC	Accuracy	Recall	F1 Sorce	AUC
Wang et al.	87.48	93.14	91.22	86.14	85.73	91.83	90.91	91.97	87.92	84.49	86.12	88.45	88.5	90.42	85.89	90.6
Aust et al.	86.08	91.66	88.04	89.55	86.53	85.2	88.25	93.34	89.77	90.46	88.06	92.25	87.72	89.18	88.18	89.02
Biewe et al.	89	84.34	89.74	93.64	89.72	88.8	86.53	86.52	88.19	86.35	85.05	85.88	87.4	85.35	89.85	91.71
Sant et al.	92.2	87.94	84.97	85.72	94.32	88.1	86.49	87.81	88.44	89.89	90.12	87.87	95.55	88.96	85.78	92.98
Cabr et al.	94.76	90.07	89.28	88.41	96.27	90.69	88.7	85.32	92.92	88.52	84.64	88.97	87.41	86.96	87.87	87.33
Ma et al.	94	87.76	86.02	88.98	89.16	87.84	89.23	90.74	86.88	87.07	88.64	91.7	89.33	88.09	89.13	89.64
Ours	97.03	94.01	93.85	96.22	97.38	95.08	93.71	95.71	96.88	95.56	93.19	95.22	97.71	95.52	92.58	96.17