Sarcasm Detection on MMSD 2.0
78.33AccuracyGRASP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GRASPBackbone=Qwen3-VL-8B2026.04 | 78.33 | 73.09 | 78.59 | 75.74 | |
| GPT-4oEvaluation Protocol=CoT2026.04 | 74.26 | 65.81 | 72.68 | 68.92 | |
| GPT-4oEvaluation Protocol=Zero-Shot2026.04 | 71.07 | 79.52 | 71.07 | 70.24 | |
| Qwen3-VLBackbone=8B, Evaluation Protocol=Zero-Shot2026.04 | 62.72 | 54.05 | 89.49 | 67.39 | |
| Qwen-VLEvaluation Protocol=CoT2026.04 | 58.86 | 56.82 | 58.67 | 57.26 | |
| LLaVAEvaluation Protocol=Zero-Shot2026.04 | 51.06 | 40.09 | 46.4 | 43.02 | |
| LLaVAEvaluation Protocol=CoT2026.04 | 48.69 | 40.93 | 65.17 | 50.28 | |
| Qwen-VLEvaluation Protocol=Zero-Shot2026.04 | 40.63 | 32.44 | 35.53 | 33.63 |