Sarcasm Detection on MSD benchmark leaderboard · SOTA2 Research

Sarcasm Detection on MSD

95.02AccuracyURMF

Evaluation Results

Method	Links
URMF2026.04		95.02	94.69	95.19	94.91
SCI-GDFN2026.04		94.06	93.5	94.17	93.8
CIRM2026.04		94.02	93.46	94.14	93.76
RoBERTa2026.04		93.97	90.39	94.59	92.45
LLaVA1.52026.04		93.67	93.7	93.14	93.4
DynRT-Net2026.04		93.59	93.06	93.6	93.31
InterARM2026.04		92.28	91.79	92.23	92.01
MICL2026.04		92.08	90.05	90.61	90.33
KFGC-Net2026.04		90.97	88.28	89.56	88.91
MuMu2026.04		90.73	88.81	88.44	88.62
FSICN2026.04		90.55	89.93	89.51	89.72
G2SAM2026.04		90.48	87.95	89.02	88.48
AMIF2026.04		90.1	86.55	89.68	88.09
LLaVA1.5-VIDR2026.04		89.97	89.26	89.58	89.42
DIP2026.04		89.59	87.76	86.58	87.17
MIL-Net2026.04		89.5	85.16	89.16	87.11
DCPNet2026.04		89.48	87.46	88.73	88.1
DMSD-CL2026.04		88.95	84.89	87.9	86.37
KnowleNet2026.04		88.87	88.59	84.18	86.33
Bridge2026.04		88.51	82.95	89.39	86.05
Multi-view CLIP2026.04		88.33	82.66	88.65	85.55
CMGCN2026.04		87.55	83.63	84.69	84.16
HKE-model2026.04		87.36	81.84	86.48	84.09
HFM2026.04		86.63	83.84	84.18	84.01
InCrossMGs2026.04		86.1	81.38	84.36	82.84
Att-BERT2026.04		86.05	78.63	83.31	80.9
D&R Net2026.04		84.02	77.97	83.42	80.6
BERT2026.04		83.85	78.72	82.27	80.22
Bi-LSTM2026.04		81.9	76.66	78.42	77.53
SMSD2026.04		80.9	76.46	75.18	75.82
SIARN2026.04		80.57	75.55	75.7	75.63
ViT2026.04		67.83	57.93	70.07	63.43
ResNet2026.04		64.76	54.51	70.8	61.53