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Sarcasm Explanation Generation on WITS (test)

44.7ROUGE-1

MuVaC

Updated 4d ago

Evaluation Results

Method	Links
MuVaC 2026.01		44.7	22.1	42.4	41.1	26.1	17.9	13.2	39.4	79.3
EDGE 2026.01		44.4	21.8	42.4	37.6	23.2	16.6	12.9	39.9	80.2
CCG-Net 2026.01		42.8	21.7	39.7	35.1	22.6	16.2	11.3	33.5	77.3
MOSES 2026.01		42.2	20.4	39.7	34.9	21.5	15.5	11.5	32.4	77.8
MAF 2026.01		39.7	17.1	37.4	33.2	18.7	12.4	8.6	30.4	77.7
MAF-TAVB 2022.03		39.69	17.1	37.37	33.2	18.69	12.37	8.58	30.4	77.67
MAF-TVM 2022.03		39.47	16.78	37.38	32.44	17.91	12.02	7.36	29.74	77.47
MAF-TAM 2022.03		39.02	15.9	36.83	31.26	16.94	11.54	7.72	29.05	77.06
MAF-TAVM 2022.03		38.52	14.13	36.6	30.5	15.2	9.78	5.74	27.42	76.7
MAF-TAB 2022.03		38.21	14.53	35.97	30.58	15.36	9.63	5.96	27.71	77.08
MAF-TVB 2022.03		37.48	15.38	35.64	30.28	16.89	10.33	6.55	28.24	76.95
BART 2026.01		36.9	11.9	33.5	27.4	12.2	6	2.9	26.9	73.8
BART 2022.03		36.88	11.91	33.49	27.44	12.23	5.96	2.89	26.65	76.03
mBART 2026.01		33.7	11	31.5	22.9	10.6	6.1	3.4	21	76
mBART 2022.03		33.66	11.02	31.5	22.92	10.56	6.07	3.39	21.03	73.83
RNN 2022.03		29.22	7.85	27.59	22.06	8.22	4.76	2.88	18.45	73.24
RNN 2026.01		29.2	7.9	27.6	22.1	8.2	4.8	2.9	18.5	73.2
Transformers 2022.03		29.17	6.35	27.97	17.79	5.63	2.61	0.88	15.65	72.21
PGN 2022.03		23.37	4.83	17.46	17.32	6.68	1.58	0.52	23.54	71.9