Humor Classification on MMSD Humor style 2.0 (test)
80.71AccuracySFT on Combined → GRPO (Combined)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SFT on Combined → GRPO (Combined)Prompting=zero-shot, Setup=Combined2026.01 | 80.71 | 93 | |
| Gemini 2.5 FlashPrompting=zero-shot2026.01 | 79.13 | 89 | |
| LLaMA 90B Vision InstructPrompting=zero-shot2026.01 | 78.71 | 87 | |
| SFT on Combined → GRPO (Style specific)Prompting=zero-shot, Setup=Style specific2026.01 | 78.59 | 91 | |
| Qwen2.5-VL 32B InstructPrompting=zero-shot2026.01 | 77.14 | 87 | |
| Phi-4 MultimodalPrompting=zero-shot2026.01 | 70.33 | 73 | |
| Gemma 3 27BPrompting=zero-shot2026.01 | 62.23 | 68 | |
| LLaVA 1.5 7BPrompting=zero-shot2026.01 | 61.54 | 61 |