Model	Size	Sound				Music				Speech
		ESC-50	US8K	FSD50K	VIVAE	FMA	MTT	IRMAS	MS-DB	RAVDESS	A-MNIST	SLURP	EMOVO
W2V2	S	45.73	55.48	19.39	31.47	50.54	37.56	35.14	66.06	55.32	86.38	14.37	31.80
WavLM	S	49.88	61.84	17.63	36.31	48.71	34.93	32.62	54.18	67.94	99.50	30.98	43.08
WavLM+	S	58.73	64.07	21.57	36.17	56.17	38.24	35.76	57.51	52.20	99.63	28.06	36.73
HuBERT	S	58.90	67.28	24.53	40.48	54.63	38.78	36.65	58.46	65.28	99.58	33.75	40.48
D2V	S	23.63	45.63	10.06	30.19	40.58	27.60	25.87	50.74	48.03	99.06	43.57	27.27
W2V2-A	S	49.48	62.34	21.44	34.90	59.25	36.13	34.07	68.74	51.50	75.13	11.01	31.01
W2V2	M	13.13	42.70	5.80	22.01	41.71	20.95	19.91	50.23	11.57	45.74	7.33	19.27
XLS-R	M	51.28	69.96	23.71	36.28	56.96	38.28	38.42	66.71	31.48	98.88	12.74	20.35
WavLM	M	67.20	70.92	32.21	42.51	61.13	41.29	42.53	68.00	71.76	99.75	42.34	45.29
HuBERT	M	63.98	70.00	29.51	40.95	54.79	38.36	36.81	64.08	72.57	99.95	45.26	43.76
D2V	M	25.35	49.15	10.82	30.57	43.46	28.52	27.08	44.20	45.14	99.15	28.60	23.07
XLS-R	L	66.95	75.90	31.61	40.41	62.79	41.99	43.57	69.79	55.44	99.86	25.14	34.58
HuBERT	L	63.40	69.66	29.32	42.72	56.25	37.76	37.30	64.71	75.69	99.95	47.81	47.17