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ResearchFormerly WizWand

Document-level tasks on Parent data (25-fold cross-val)

80.34AffectnRoBERTa+w2v2LgFT

Evaluation results

Method	Links
nRoBERTa+w2v2LgFT2026.04		80.34	63.72	52.53	68.25	60.88	59.02
nMPNet+hubLgFT2026.04		79.96	67.24	59.19	70.29	59.19	58.28
nMPNet+hubLgFT2026.04		77.21	65.69	57.77	64.65	57.17	57.57
TinyBERT+hubLgFT2026.04		76.3	62.7	57.51	67.67	61.98	63.02
nRoBERTa+w2v2LgFT2026.04		76.11	63.4	50.85	64.83	59.33	56.8
nRoBERTa+hubLgFT2026.04		75.3	64.59	57.61	63.52	58.92	58.6
TinyBERT+confLgFT2026.04		74.9	64.31	53.3	63.83	57.26	56.68
TinyBERT+confLgFT2026.04		74.85	66.54	54.91	63.46	60.37	57.41
nMPNet+hubLgFT2026.04		74.71	63.38	56.04	63.14	56.71	55.07
TinyBERT+hubLgFT2026.04		74.68	61.98	58.89	64.91	59.41	61.72
TinyBERT+w2v2LgFT2026.04		74.58	63.29	58.97	66.24	58.7	57.73
nMPNet+hubLgFT2026.04		74.47	63.98	56.39	63.2	54.3	55.12
nRoBERTa+w2v2LgFT2026.04		73.98	59.61	48.47	62.92	58.31	54.19
nRoBERTa+w2v2LgFT2026.04		73.97	62.21	49.31	61.92	58.87	56.54
TinyBERT+w2v2LgFT2026.04		73.84	61.87	55.6	65.4	58.05	56.68
nRoBERTa+hubLgFT2026.04		73.43	63.4	56.99	61.76	58.61	60.6
TinyBERT+hubLgFT2026.04		73.12	59.21	57.49	63.7	58.16	60.88
TinyBERT+w2v2LgFT2026.04		72.99	59.76	55.03	65.54	56.06	54.62
TinyBERT+hubLgFT2026.04		72.88	59.67	57.21	63.93	57.02	59.33
TinyBERT+confLgFT2026.04		72.18	61.75	52.44	62.1	56.11	55
nRoBERTa+hubLgFT2026.04		71.91	61.32	56.29	59.34	56.76	58.55
CLAP-LAION2026.04		71.84	56.11	51.73	60.65	56.96	54.86
TinyBERT+w2v2LgFT2026.04		71.8	60.26	53.54	63.11	55.61	53.3
TinyBERT+confLgFT2026.04		71.17	60.73	50.65	60.82	55.31	53.75
nRoBERTa+hubLgFT2026.04		70.31	61.5	54.31	59.33	55.93	59.88