| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| SemEval 2018 | WM-SAR | Accuracy71.4 | 24 | 4d ago | |
| IAC V2 | RAM-SD | Accuracy80.13 | 24 | 4d ago | |
| IAC V1 | RAM-SD | Accuracy74.81 | 24 | 4d ago | |
| MUStARD | HCT-DMG | Accuracy76.62 | 13 | 4d ago | |
| MUSTARD++ (test) | MuVaC | F1 Score83.2 | 13 | 4d ago | |
| DEBERTA | Accuracy73.8 | 11 | 4d ago | ||
| DEBERTA | Accuracy81.9 | 11 | 4d ago | ||
| IAC-V1, IAC-V2, and SemEval-2018 Average | WM-SAR | Accuracy0.75 | 10 | 4d ago | |
| FigLang Reddit | Precision72.3 | 9 | 4d ago | ||
| FigLang Twitter | Hyphen-hyperbolic | Precision82.3 | 9 | 4d ago | |
| MUStARD (held-out) | OMNISAPIENS-7B SFT | F1 Score65.8 | 8 | 4d ago | |
| Sarcasm dataset (test) | LogicDM | Accuracy88.1 | 8 | 4d ago | |
| SARC_csd v1.0 (test) | CASCADE | F1 Score77 | 7 | 4d ago | |
| SARC Pol 1.0 | CASCADE | Accuracy74 | 6 | 4d ago | |
| SARC Main 1.0 (imbalanced) | CASCADE | Accuracy79 | 6 | 4d ago | |
| SARC Main 1.0 (balanced) | CASCADE | Accuracy77 | 6 | 4d ago | |
| MUSTARD (test) | SpeechPrompt v2 (pGSLM+) | F1 Score78.7 | 5 | 4d ago | |
| SC GEN v2 | DeepMoji | F1 Score75 | 5 | 4d ago | |
| SC v1 | DeepMoji | F1 Score69 | 5 | 4d ago | |
| Sarcasm | F1 Macro53.57 | 3 | 4d ago |
