Correctness distribution¶

Overall scores¶
	w2v2-L-cat	hubert-L-cat	wavlm-cat	data2vec-cat
Overall Score	70.0% passed tests (28 passed / 12 failed).	62.5% passed tests (25 passed / 15 failed).	67.5% passed tests (27 passed / 13 failed).	70.0% passed tests (28 passed / 12 failed).

Relative Difference Per Class¶

Threshold: 0.15¶
Data	anger				happiness				neutral				sadness
Data	w2v2-L-cat	hubert-L-cat	wavlm-cat	data2vec-cat	w2v2-L-cat	hubert-L-cat	wavlm-cat	data2vec-cat	w2v2-L-cat	hubert-L-cat	wavlm-cat	data2vec-cat	w2v2-L-cat	hubert-L-cat	wavlm-cat	data2vec-cat
crema-d-1.2.0-emotion.categories.test.gold_standard	0.13	0.03	0.04	0.14	-0.00	-0.02	-0.01	-0.04	-0.63	-0.24	-0.37	-0.53	0.50	0.22	0.34	0.43
danish-emotional-speech-1.1.1-emotion.test	-0.05	-0.13	-0.19	-0.19	-0.13	-0.14	-0.09	0.03	0.02	0.38	0.31	0.25	0.16	-0.10	-0.03	-0.10
emodb-1.2.0-emotion.categories.test.gold_standard	-0.05	0.18	-0.12	0.04	0.07	-0.17	0.11	-0.02	-0.06	0.04	0.02	0.03	0.04	-0.04	-0.01	-0.05
emovo-1.2.1-emotion.test	0.08	0.15	0.01	0.05	-0.04	-0.21	-0.12	-0.17	0.04	0.22	0.27	0.29	-0.09	-0.16	-0.15	-0.17
iemocap-2.3.0-emotion.categories.test.gold_standard	-0.04	-0.04	-0.05	-0.03	0.12	0.08	0.05	0.04	-0.27	-0.08	-0.07	-0.12	0.19	0.05	0.07	0.12
meld-1.3.1-emotion.categories.test.gold_standard	0.04	0.03	0.05	0.02	0.43	0.35	0.35	0.28	-0.51	-0.38	-0.41	-0.32	0.03	0.01	0.01	0.02
msppodcast-2.6.0-emotion.categories.test-1.gold_standard	0.07	0.05	0.09	0.06	0.04	-0.03	0.03	-0.03	-0.21	-0.09	-0.19	-0.11	0.10	0.06	0.06	0.08
msppodcast-2.6.0-emotion.categories.test-2.gold_standard	0.13	0.07	0.07	0.09	-0.05	-0.11	0.02	-0.10	-0.18	0.01	-0.19	-0.03	0.11	0.03	0.11	0.04
polish-emotional-speech-1.1.1-emotion.categories.test.gold_standard	-0.09	-0.01	-0.02	-0.09	0.19	-0.01	-0.04	-0.07	0.00	0.21	0.21	0.35	-0.11	-0.19	-0.15	-0.19
ravdess-1.1.2-emotion.speech.test	0.13	0.12	-0.09	0.13	-0.29	-0.27	-0.04	-0.29	-0.14	0.20	0.20	0.04	0.29	-0.04	-0.06	0.11
mean	0.03	0.04	-0.02	0.02	0.03	-0.05	0.03	-0.04	-0.19	0.03	-0.02	-0.02	0.12	-0.02	0.02	0.03