Sarcasm Detection on IAC V1
74.81AccuracyRAM-SD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RAM-SDuse_rag=true2026.01 | 74.81 | 74.45 | |
| WM-SAR2025.12 | 74.5 | 74.5 | |
| CAF-I2026.01 | 73.75 | 73.71 | |
| GPT-4.1-miniprompting=zero-shot2025.12 | 72.5 | 72.4 | |
| GPT-4o+CoCprompt_strategy=zero-shot, reasoning_strategy=CoC2026.01 | 72.19 | 71.52 | |
| RAM-SDuse_rag=false2026.01 | 71.25 | 71.23 | |
| GPT-4oprompt_strategy=zero-shot2026.01 | 70.63 | 70.05 | |
| GPT-4o+BoCprompt_strategy=zero-shot, reasoning_strategy=BoC2026.01 | 70.32 | 70.11 | |
| RoBERTa2026.01 | 70.1 | 69.9 | |
| GPT-4o+GoCprompt_strategy=zero-shot, reasoning_strategy=GoC2026.01 | 69.84 | 69.2 | |
| GPT-4.1-miniprompting=BoC2025.12 | 69.5 | 69.5 | |
| GPT-4.1-miniprompting=CoC2025.12 | 68.5 | 68.5 | |
| GPT-4.1-miniprompting=GoC2025.12 | 68.5 | 68.4 | |
| DC-Net2026.01 | 66.5 | 66.4 | |
| CAF-I2025.12 | 66.5 | 64.4 | |
| SAWS2026.01 | 66.13 | 65.6 | |
| IDADP2026.01 | 65.84 | 67.13 | |
| BERTmode=fine-tuned2025.12 | 65.5 | 65.5 | |
| BERT2026.01 | 65.3 | 65.2 | |
| MIARN2025.12 | 65 | 64.1 | |
| MIARN2026.01 | 63.21 | 63.18 | |
| GPT-4o+CoTprompt_strategy=zero-shot, reasoning_strategy=CoT2026.01 | 61.56 | 58.49 | |
| DC-Net2025.12 | 57 | 55.7 | |
| SAWS2025.12 | 48 | 47.6 |