Correctness classification

Overall scores

	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat
Overall Score	49.0% passed tests (49 passed / 51 failed).	52.0% passed tests (52 passed / 48 failed).	66.0% passed tests (66 passed / 34 failed).	50.0% passed tests (50 passed / 50 failed).	48.0% passed tests (48 passed / 52 failed).

Precision Per Class

Threshold: 0.5

Data	anger					happiness					neutral					sadness
	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat
crema-d-1.2.0-emotion.categories.test.gold_standard	0.49	0.38	0.62	0.62	0.60	0.30	0.29	0.47	0.50	0.00	0.85	0.81	0.90	0.44	0.64	0.09	0.09	0.10	0.07	0.07
danish-emotional-speech-1.1.1-emotion.test	0.60	0.57	0.64	0.70	0.61	0.52	0.58	0.68	1.00	0.00	0.40	0.39	0.34	0.16	0.35	0.44	0.47	0.41	0.33	0.37
emodb-1.2.0-emotion.categories.test.gold_standard	0.73	0.75	0.77	0.69	0.69	0.39	0.44	0.90	1.00	1.00	0.75	0.84	0.74	0.96	0.95	0.80	0.76	0.95	0.84	0.79
emovo-1.2.1-emotion.test	0.50	0.56	0.70	0.48	0.48	0.45	0.43	0.81	0.75	0.00	0.48	0.46	0.46	0.59	0.52	0.78	0.89	0.86	0.67	0.62
iemocap-2.3.0-emotion.categories.test.gold_standard	0.77	0.75	0.82	0.91	0.81	0.23	0.26	0.28	0.20	0.24	0.65	0.77	0.69	0.68	0.71	0.45	0.47	0.55	0.39	0.40
meld-1.3.1-emotion.categories.test.gold_standard	0.33	0.33	0.42	0.37	0.27	0.22	0.22	0.24	0.20	0.19	0.69	0.75	0.74	0.73	0.67	0.22	0.23	0.29	0.16	0.19
msppodcast-2.6.0-emotion.categories.test-1.gold_standard	0.35	0.36	0.43	0.35	0.23	0.65	0.67	0.70	0.66	0.66	0.78	0.80	0.82	0.71	0.69	0.16	0.18	0.27	0.15	0.14
msppodcast-2.6.0-emotion.categories.test-2.gold_standard	0.10	0.10	0.17	0.11	0.09	0.53	0.53	0.60	0.58	0.58	0.73	0.74	0.74	0.69	0.67	0.09	0.10	0.18	0.06	0.07
polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard	0.78	0.69	0.81	0.52	0.52	0.54	0.46	0.67	0.83	1.00	0.71	0.62	0.51	0.85	0.77	0.78	1.00	1.00	0.59	0.66
ravdess-1.1.2-emotion.speech.test	0.62	0.57	0.79	0.62	0.63	0.00	0.00	0.67	0.00	0.00	0.20	0.00	0.30	0.31	0.31	0.47	0.46	0.51	0.52	0.50
mean	0.53	0.51	0.62	0.54	0.49	0.38	0.39	0.60	0.57	0.37	0.62	0.62	0.62	0.61	0.63	0.43	0.46	0.51	0.38	0.38

Recall Per Class

Threshold: 0.5

Data	anger					happiness					neutral					sadness
	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat
crema-d-1.2.0-emotion.categories.test.gold_standard	0.60	0.72	0.74	0.60	0.74	0.23	0.29	0.37	0.01	0.00	0.20	0.11	0.34	0.01	0.02	0.90	0.87	0.89	1.00	0.95
danish-emotional-speech-1.1.1-emotion.test	0.54	0.46	0.27	0.40	0.44	0.23	0.27	0.44	0.06	0.00	0.48	0.42	0.75	0.06	0.35	0.63	0.77	0.29	1.00	0.85
emodb-1.2.0-emotion.categories.test.gold_standard	0.65	0.65	0.98	1.00	1.00	0.56	0.59	0.33	0.07	0.04	0.67	0.59	0.96	0.81	0.74	0.74	0.93	0.74	0.96	1.00
emovo-1.2.1-emotion.test	0.82	0.74	0.83	0.86	0.93	0.30	0.37	0.26	0.04	0.00	0.39	0.55	0.94	0.43	0.37	0.69	0.57	0.38	0.96	0.82
iemocap-2.3.0-emotion.categories.test.gold_standard	0.57	0.64	0.66	0.52	0.68	0.47	0.53	0.62	0.38	0.30	0.29	0.21	0.39	0.14	0.22	0.76	0.87	0.72	0.92	0.89
meld-1.3.1-emotion.categories.test.gold_standard	0.29	0.41	0.51	0.40	0.63	0.73	0.76	0.73	0.58	0.39	0.10	0.08	0.19	0.07	0.12	0.39	0.31	0.37	0.43	0.33
msppodcast-2.6.0-emotion.categories.test-1.gold_standard	0.63	0.73	0.73	0.55	0.67	0.73	0.75	0.78	0.65	0.48	0.44	0.46	0.57	0.49	0.48	0.52	0.51	0.57	0.50	0.47
msppodcast-2.6.0-emotion.categories.test-2.gold_standard	0.43	0.51	0.53	0.45	0.57	0.45	0.44	0.48	0.30	0.20	0.48	0.51	0.67	0.55	0.53	0.43	0.35	0.36	0.31	0.32
polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard	0.72	0.45	0.55	0.85	0.92	0.80	0.82	0.85	0.12	0.08	0.50	0.62	0.95	0.42	0.57	0.70	0.57	0.18	1.00	0.92
ravdess-1.1.2-emotion.speech.test	0.91	0.84	0.81	0.88	0.91	0.00	0.00	0.06	0.00	0.00	0.06	0.00	0.50	0.25	0.31	0.88	0.94	0.78	0.88	0.78
mean	0.62	0.61	0.66	0.65	0.75	0.45	0.48	0.49	0.22	0.15	0.36	0.36	0.63	0.32	0.37	0.66	0.67	0.53	0.80	0.73

Unweighted Average Precision

Threshold: 0.5

Data	Unweighted Average Precision
	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat
crema-d-1.2.0-emotion.categories.test.gold_standard	0.43	0.39	0.52	0.41	0.33
danish-emotional-speech-1.1.1-emotion.test	0.49	0.50	0.51	0.55	0.33
emodb-1.2.0-emotion.categories.test.gold_standard	0.67	0.70	0.84	0.87	0.86
emovo-1.2.1-emotion.test	0.55	0.59	0.71	0.62	0.40
iemocap-2.3.0-emotion.categories.test.gold_standard	0.52	0.56	0.58	0.54	0.54
meld-1.3.1-emotion.categories.test.gold_standard	0.36	0.38	0.42	0.37	0.33
msppodcast-2.6.0-emotion.categories.test-1.gold_standard	0.49	0.50	0.55	0.47	0.43
msppodcast-2.6.0-emotion.categories.test-2.gold_standard	0.36	0.37	0.42	0.36	0.35
polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard	0.70	0.70	0.75	0.70	0.74
ravdess-1.1.2-emotion.speech.test	0.32	0.26	0.57	0.36	0.36
mean	0.49	0.49	0.59	0.53	0.47

Unweighted Average Recall

Threshold: 0.5

Data	Unweighted Average Recall
	w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat
crema-d-1.2.0-emotion.categories.test.gold_standard	0.48	0.50	0.58	0.41	0.43
danish-emotional-speech-1.1.1-emotion.test	0.47	0.48	0.44	0.38	0.41
emodb-1.2.0-emotion.categories.test.gold_standard	0.65	0.69	0.75	0.71	0.69
emovo-1.2.1-emotion.test	0.55	0.56	0.60	0.57	0.53
iemocap-2.3.0-emotion.categories.test.gold_standard	0.52	0.56	0.60	0.49	0.52
meld-1.3.1-emotion.categories.test.gold_standard	0.38	0.39	0.45	0.37	0.37
msppodcast-2.6.0-emotion.categories.test-1.gold_standard	0.58	0.61	0.66	0.55	0.52
msppodcast-2.6.0-emotion.categories.test-2.gold_standard	0.45	0.45	0.51	0.40	0.40
polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard	0.68	0.62	0.63	0.60	0.62
ravdess-1.1.2-emotion.speech.test	0.46	0.45	0.54	0.50	0.50
mean	0.52	0.53	0.58	0.50	0.50

Visualization

w2v2-b-cat	w2v2-L-cat	w2v2-L-robust-cat	w2v2-L-vox-cat	w2v2-L-xls-r-cat