Humor Detection
119True PositivesGemini-2.5-Flash
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Gemini-2.5-Flash2025.11 | 119 | 9 | 137 | 1 | 96.2 | 46.5 | |
| Claude-3.5-Haiku-202410222025.11 | 116 | 10 | 136 | 4 | 94.7 | 46 | |
| GPT-4-12025.11 | 111 | 23 | 123 | 9 | 87.9 | 47.4 | |
| HUMORCHAINBackbone=Qwen3-VL-4B-Instruct, Adaptation=LoRA + Cls2025.11 | 65 | 114 | 32 | 55 | 36.5 | 67 |