Sarcasm Detection on IAC V2
80.13AccuracyRAM-SD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RAM-SDuse_rag=true2026.01 | 80.13 | 80.11 | |
| BERTmode=fine-tuned2025.12 | 79.1 | 79 | |
| WM-SAR2025.12 | 79.1 | 79.1 | |
| RAM-SDuse_rag=false2026.01 | 78.69 | 78.68 | |
| DC-Net2026.01 | 78 | 77.9 | |
| CAF-I2026.01 | 77.8 | 76.82 | |
| GPT-4.1-miniprompting=CoC2025.12 | 77.6 | 77.5 | |
| GPT-4.1-miniprompting=BoC2025.12 | 77.3 | 77.3 | |
| GPT-4.1-miniprompting=zero-shot2025.12 | 76.8 | 76.8 | |
| RoBERTa2026.01 | 76.6 | 76.7 | |
| BERT2026.01 | 76.4 | 76.2 | |
| GPT-4.1-miniprompting=GoC2025.12 | 76.3 | 75.9 | |
| SAWS2026.01 | 76.2 | 76.2 | |
| MIARN2025.12 | 73.6 | 73.5 | |
| GPT-4o+CoCprompt_strategy=zero-shot, reasoning_strategy=CoC2026.01 | 73.36 | 72.31 | |
| GPT-4o+BoCprompt_strategy=zero-shot, reasoning_strategy=BoC2026.01 | 73.12 | 72.08 | |
| GPT-4oprompt_strategy=zero-shot2026.01 | 73.03 | 71.99 | |
| MIARN2026.01 | 72.75 | 72.75 | |
| GPT-4o+GoCprompt_strategy=zero-shot, reasoning_strategy=GoC2026.01 | 72.47 | 71.6 | |
| DC-Net2025.12 | 71.4 | 71.3 | |
| IDADP2026.01 | 70.32 | 69.73 | |
| CAF-I2025.12 | 67.2 | 64.8 | |
| SAWS2025.12 | 59.9 | 59.8 | |
| GPT-4o+CoTprompt_strategy=zero-shot, reasoning_strategy=CoT2026.01 | 58.83 | 56.42 |