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Sarcasm Detection on MSD

95.02Accuracy

URMF

Updated 3mo ago

Evaluation Results

Method	Links
URMF 2026.04		95.02	94.69	95.19	94.91
SCI-GDFN 2026.04		94.06	93.5	94.17	93.8
CIRM 2026.04		94.02	93.46	94.14	93.76
RoBERTa 2026.04		93.97	90.39	94.59	92.45
LLaVA1.5 2026.04		93.67	93.7	93.14	93.4
DynRT-Net 2026.04		93.59	93.06	93.6	93.31
InterARM 2026.04		92.28	91.79	92.23	92.01
MICL 2026.04		92.08	90.05	90.61	90.33
KFGC-Net 2026.04		90.97	88.28	89.56	88.91
MuMu 2026.04		90.73	88.81	88.44	88.62
FSICN 2026.04		90.55	89.93	89.51	89.72
G2SAM 2026.04		90.48	87.95	89.02	88.48
AMIF 2026.04		90.1	86.55	89.68	88.09
LLaVA1.5-VIDR 2026.04		89.97	89.26	89.58	89.42
DIP 2026.04		89.59	87.76	86.58	87.17
MIL-Net 2026.04		89.5	85.16	89.16	87.11
DCPNet 2026.04		89.48	87.46	88.73	88.1
DMSD-CL 2026.04		88.95	84.89	87.9	86.37
KnowleNet 2026.04		88.87	88.59	84.18	86.33
Bridge 2026.04		88.51	82.95	89.39	86.05
Multi-view CLIP 2026.04		88.33	82.66	88.65	85.55
CMGCN 2026.04		87.55	83.63	84.69	84.16
HKE-model 2026.04		87.36	81.84	86.48	84.09
HFM 2026.04		86.63	83.84	84.18	84.01
InCrossMGs 2026.04		86.1	81.38	84.36	82.84
Att-BERT 2026.04		86.05	78.63	83.31	80.9
D&R Net 2026.04		84.02	77.97	83.42	80.6
BERT 2026.04		83.85	78.72	82.27	80.22
Bi-LSTM 2026.04		81.9	76.66	78.42	77.53
SMSD 2026.04		80.9	76.46	75.18	75.82
SIARN 2026.04		80.57	75.55	75.7	75.63
ViT 2026.04		67.83	57.93	70.07	63.43
ResNet 2026.04		64.76	54.51	70.8	61.53