Sarcasm Explanation Generation on WITS (test) benchmark leaderboard · SOTA2 Research

Sarcasm Explanation Generation on WITS (test)

44.7ROUGE-1MuVaC

Evaluation Results

Method	Links
MuVaC2026.01		44.7	22.1	42.4	41.1	26.1	17.9	13.2	39.4	79.3
EDGE2026.01		44.4	21.8	42.4	37.6	23.2	16.6	12.9	39.9	80.2
CCG-Net2026.01		42.8	21.7	39.7	35.1	22.6	16.2	11.3	33.5	77.3
MOSES2026.01		42.2	20.4	39.7	34.9	21.5	15.5	11.5	32.4	77.8
MAF2026.01		39.7	17.1	37.4	33.2	18.7	12.4	8.6	30.4	77.7
MAF-TAVB2022.03		39.69	17.1	37.37	33.2	18.69	12.37	8.58	30.4	77.67
MAF-TVM2022.03		39.47	16.78	37.38	32.44	17.91	12.02	7.36	29.74	77.47
MAF-TAM2022.03		39.02	15.9	36.83	31.26	16.94	11.54	7.72	29.05	77.06
MAF-TAVM2022.03		38.52	14.13	36.6	30.5	15.2	9.78	5.74	27.42	76.7
MAF-TAB2022.03		38.21	14.53	35.97	30.58	15.36	9.63	5.96	27.71	77.08
MAF-TVB2022.03		37.48	15.38	35.64	30.28	16.89	10.33	6.55	28.24	76.95
BART2026.01		36.9	11.9	33.5	27.4	12.2	6	2.9	26.9	73.8
BART2022.03		36.88	11.91	33.49	27.44	12.23	5.96	2.89	26.65	76.03
mBART2026.01		33.7	11	31.5	22.9	10.6	6.1	3.4	21	76
mBART2022.03		33.66	11.02	31.5	22.92	10.56	6.07	3.39	21.03	73.83
RNN2022.03		29.22	7.85	27.59	22.06	8.22	4.76	2.88	18.45	73.24
RNN2026.01		29.2	7.9	27.6	22.1	8.2	4.8	2.9	18.5	73.2
Transformers2022.03		29.17	6.35	27.97	17.79	5.63	2.61	0.88	15.65	72.21
PGN2022.03		23.37	4.83	17.46	17.32	6.68	1.58	0.52	23.54	71.9