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Perception Classification on Yelp Review (test)

0.91Joy

LX

Updated 4d ago

Evaluation Results

Method	Links
LX 2026.02		0.91	1	0.95	1	0.94	0.98	-	0.96	1	0.95	0.95	1	1	0.91	1	1	0.96	0.96	0.93	81	96	89
GPT-3.5-Turbo 2026.02		0.89	0.62	0.82	1	0.81	0.81	-	0.8	1	0.79	0.97	0.76	0.9	0.86	0.97	0.73	0.78	0.65	0.71	57	81	71
GPT-4-Turbo 2026.02		0.89	0.62	0.87	1	0.91	0.89	-	0.96	1	0.6	0.95	0.84	0.9	0.83	0.92	0.73	0.7	0.31	0.9	67	82	77
DeepSeek-V3 2026.02		0.89	1	0.87	1	0.91	1	-	0.92	1	0.79	0.97	0.8	1	0.82	0.94	0.81	0.74	0.78	0.69	51	87	70
Llama3.2-8B 2026.02		0.84	0.83	0.85	1	0.89	0.96	-	0.92	1	0.79	0.9	0.88	1	0.82	0.97	0.73	0.64	0.66	0.68	71	85	78
Llama3.2-3B 2026.02		0.78	0.83	0.76	0.93	0.91	1	-	0.88	1	0.95	0.92	0.76	0.9	0.85	0.94	0.87	0.46	0.53	0.54	62	81	72
RoBERTa 2026.02		0.67	0.33	0.66	0.59	0.54	0.42	-	0.33	0.33	0.44	0.76	0.55	0.33	0.58	0.58	0.65	0.39	0.53	0.59	52	52	55
BART 2026.02		0.41	0.62	0.75	0.47	0.4	0.45	-	0.33	0.33	0.44	0.64	0.55	0.52	0.45	0.62	0.56	0.5	0.53	0.53	54	51	54