Sarcasm Classification on MMSD Sarcasm style 2.0 (test)
90.23AccSFT on Combined → GRPO (Combined)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SFT on Combined → GRPO (Combined)Prompting=zero-shot, Setup=Combined2026.01 | 90.23 | 85 | |
| Gemini 2.5 FlashPrompting=zero-shot2026.01 | 89.34 | 84 | |
| LLaMA 90B Vision InstructPrompting=zero-shot2026.01 | 88.85 | 83 | |
| SFT on Combined → GRPO (Style specific)Prompting=zero-shot, Setup=Style specific2026.01 | 87.76 | 82 | |
| Qwen2.5-VL 32B InstructPrompting=zero-shot2026.01 | 76.78 | 64 | |
| Phi-4 MultimodalPrompting=zero-shot2026.01 | 68.28 | 56 | |
| LLaVA 1.5 7BPrompting=zero-shot2026.01 | 59.09 | 48 | |
| Gemma 3 27BPrompting=zero-shot2026.01 | 54.63 | 61 |